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diff --git a/docs/licensed/api/com/johnsnowlabs/annotator/Doc2ChunkInternal.html b/docs/licensed/api/com/johnsnowlabs/annotator/Doc2ChunkInternal.html
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diff --git a/docs/licensed/api/com/johnsnowlabs/annotator/FeaturesAssembler.html b/docs/licensed/api/com/johnsnowlabs/annotator/FeaturesAssembler.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/annotator/Router.html b/docs/licensed/api/com/johnsnowlabs/annotator/Router.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.annotator" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLApproach.html
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+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLApproach" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLModel$.html
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLModel.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/index.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/index.html
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/deid/FinanceDocumentHashCoder.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/deid/FinanceDocumentHashCoder.html
index 583b583711..5554e4dc13 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.deid.FinanceDocumentHashCoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/deid/index.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/deid/index.html
index 52b3dc9728..c21e197c5f 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.deid" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.deid</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.deid" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/index.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/index.html
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--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/index.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperApproach.html
index fe9dbe9289..ab3054f0e8 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperApproach.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel$.html
index d00aa9f24c..8f7afb91f9 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel.html
index 0ee639a4a2..754a59184e 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperApproach.html
index 4f82722f2f..ed0b91f2da 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel$.html
index 02eb352a0d..a515f2dc0a 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel$.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel.html
index 2757d537b1..d25181903a 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
index fb2307769b..43b22a3796 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ReadablePretrainedDocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ReadablePretrainedDocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverApproach.html
index 6c8a5f0a48..e7536ea3d6 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverApproach.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.SentenceEntityResolverApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverModel$.html
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverModel.html
index df25599f3e..e5df5b7127 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverModel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/index.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/index.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.graph</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.graph" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/RelationExtractionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/RelationExtractionDLModel$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/RelationExtractionDLModel.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/RelationExtractionDLModel.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel$.html
index c9015fb531..f363f0fafb 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel.html
index 1cd0fb677a..8aff08af5d 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/index.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/index.html b/docs/licensed/api/com/johnsnowlabs/finance/index.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLApproach" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierApproach.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierApproach$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierModel$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierModel.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/ReadFinanceBertForSequenceClassificationTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/ReadFinanceBertForSequenceClassificationTensorflowModel.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.ReadFinanceBertForSequenceClassificationTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/ReadablePretrainedFinanceBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/ReadablePretrainedFinanceBertForSequenceModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.ReadablePretrainedFinanceBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/index.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/index.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence classification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence classification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceEncoderDecoder$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceEncoderDecoder$.html
index 606bce90d2..1a2d67ff2a 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceEncoderDecoder.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceEncoderDecoder.html
index c3689f1e66..372c62fd27 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceEncoderDecoder.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceNerQuestionGenerator.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceNerQuestionGenerator.html
index 09770274e6..39d498345f 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceNerQuestionGenerator.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceNerQuestionGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceSummarizer$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceSummarizer$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceTextGenerator$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceTextGenerator$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceTextGenerator.html
index d154473940..3c51dba13a 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.sequence generation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.sequence generation" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification$.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification$.html
index 5a5a3d8245..7d7d6c1cba 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification$.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceBertForTokenClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification.html
index d12f9ca75b..41d692993a 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceBertForTokenClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach$.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach$.html
index 4731969d46..06b7b1b3af 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach$.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach$.html
@@ -3,9 +3,9 @@
         <head>
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach.html
index 12edb9d180..49157465f4 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel$.html
index 7c129088e9..b1b46df394 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel.html
index 585ae2ce32..d66aaf4361 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel.html
@@ -3,9 +3,9 @@
         <head>
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -813,6 +813,25 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#doExceptionHandling" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="doExceptionHandling:org.apache.spark.ml.param.BooleanParam"></a><a id="doExceptionHandling:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel.html#doExceptionHandling:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">doExceptionHandling</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">If true, effective batchsize is 1 and exceptions are handled.</p><div class="fullcomment"><div class="comment cmt"><p>If true, effective batchsize is 1 and exceptions are handled.
+If exception causing data is passed to the model, a error annotation is emitted which has the exception message. Processing continues with the next batch.
+This comes with a performance penalty.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/ner/MedicalNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel">MedicalNerModel</a></dd></dl></div>
     </li><li name="scala.AnyRef#eq" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="eq(x$1:AnyRef):Boolean"></a><a id="eq(AnyRef):Boolean"></a>
       <span class="permalink">
@@ -2393,6 +2412,25 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#setDoExceptionHandling" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setDoExceptionHandling(value:Boolean):MedicalNerModel.this.type"></a><a id="setDoExceptionHandling(Boolean):FinanceNerModel.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel.html#setDoExceptionHandling(value:Boolean):MedicalNerModel.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDoExceptionHandling</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.finance.token_classification.ner.FinanceNerModel">FinanceNerModel</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">If true, effective batchsize is 1 and exceptions are handled.</p><div class="fullcomment"><div class="comment cmt"><p>If true, effective batchsize is 1 and exceptions are handled.
+If exception causing data is passed to the model, a error annotation is emitted which has the exception message. Processing continues with the next batch.
+This comes with a performance penalty.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/ner/MedicalNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel">MedicalNerModel</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#setIncludeAllConfidenceScores" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setIncludeAllConfidenceScores(value:Boolean):MedicalNerModel.this.type"></a><a id="setIncludeAllConfidenceScores(Boolean):FinanceNerModel.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadFinanceBertForTokenTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadFinanceBertForTokenTensorflowModel.html
index 34241544fb..31d6874258 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadFinanceBertForTokenTensorflowModel.html
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadFinanceBertForTokenTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadFinanceBertForTokenTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadZeroShotNerTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadZeroShotNerTensorflowModel.html
index 8066c600fd..a1de09440b 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadZeroShotNerTensorflowModel.html
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadZeroShotNerTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadZeroShotNerTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedFinanceBertForTokenModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedFinanceBertForTokenModel.html
index 42b3a5e89e..09a0d04803 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedFinanceBertForTokenModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedFinanceBertForTokenModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadablePretrainedFinanceBertForTokenModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadablePretrainedFinanceBertForTokenModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedZeroShotNer.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedZeroShotNer.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel.html
index 3f6670cf35..40d95c7938 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/index.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/index.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.finance.token classification.ner" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/index.html b/docs/licensed/api/com/johnsnowlabs/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLApproach.html
index a918264a65..20176ff12f 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLModel$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLModel.html
index b044d5a469..43c27d956a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/index.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/index.html
index 92fea61ad1..23e19db42e 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.assertion</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.assertion" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion" />
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/index.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.chunk classification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperApproach.html
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--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperApproach.html
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.ChunkMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperModel$.html
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperModel.html
index 24741b06bd..2d9562a1ee 100644
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperApproach.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperApproach" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperModel$.html
index 4538d48fdf..05342fd9a2 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperModel.html
index 77cc8ddcff..969d0325a3 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
index 5c8415e5aa..ae4bb142ce 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverApproach.html
index ef1a6049d4..fe927d9e5e 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel$.html
index 0b6813b7d8..7e8408c1a0 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel.html
index 6a7dee7384..013f07e2a9 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/index.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/index.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/deid/LegalDocumentHashCoder.html b/docs/licensed/api/com/johnsnowlabs/legal/deid/LegalDocumentHashCoder.html
index c9bc4954fd..06e1f4d01e 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/deid/index.html b/docs/licensed/api/com/johnsnowlabs/legal/deid/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.deid" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.deid</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.deid" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.deid" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/graph/index.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.graph" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.graph</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.graph" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.graph" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel$.html
index 1fe5e8b25b..d7badf4895 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.RelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel.html
index 3ba64430a8..8b106e9782 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.RelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel$.html
index cde0ccf167..87df2edc47 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel.html
index 3fe7d9ac04..830a63f1dc 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/index.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/index.html
index dc2f2d38fd..d71a9f6af0 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/index.html b/docs/licensed/api/com/johnsnowlabs/legal/index.html
index 295d9cf093..bf6bf7d143 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification$.html
index 31ebbb1d50..4d30a42f09 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification.html
index 6d8db92b11..66376230f7 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLApproach.html
index a0846af971..f134fa77c3 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLApproach.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html
index 2143b0cb2a..604d2e31c2 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html
index 0322e0d804..be6b57a0d8 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html
index f00ba5675a..218844a59b 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel$.html
index 306e5d8224..e9175f48e3 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel.html
index f33f44e132..5cbd717b73 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html
index c8fa95506e..961ff2a709 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach.html
index 00e71c68eb..203974c1e8 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel$.html
index 710baa8d4a..c86c326b6f 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel.html
index 8e133fe402..e9feabecb5 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadLegalBertForSequenceClassificationTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadLegalBertForSequenceClassificationTensorflowModel.html
index df0f00bfde..717fbac4f5 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadLegalBertForSequenceClassificationTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadLegalBertForSequenceClassificationTensorflowModel.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadLegalBertForSequenceClassificationTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadablePretrainedLegalBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadablePretrainedLegalBertForSequenceModel.html
index e1e24b10b0..b60ea8522b 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadablePretrainedLegalBertForSequenceModel.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadablePretrainedLegalBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/index.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/index.html
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--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence classification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence classification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder$.html
index 0fa3152561..ee995c1080 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder.html
index d2ade284b1..3b10af0b80 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalNerQuestionGenerator.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalNerQuestionGenerator.html
index e60b47ca86..5d79685c15 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalNerQuestionGenerator.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalNerQuestionGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering$.html
index d5253faac7..1432fea9fb 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering$.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering.html
index ae1db4edd3..fe92739eed 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer$.html
index 656aeb295c..986a29f933 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer$.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer.html
index b1e116797b..b7af4561b9 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator$.html
index 21bbc17377..1d70baef44 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator$.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator.html
index d53de9153b..063cb7867f 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/index.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/index.html
index 9b1d48afef..f62793a952 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence generation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence generation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.sequence generation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.sequence generation" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/index.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/index.html
index 1952d4488b..d80995b241 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification$.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification$.html
index 7880b61d83..b27d603e15 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification$.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification.html
index d6c18b849c..5e2053b333 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach$.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach$.html
index 2584ddb5c8..140b27ceba 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach.html
index a4f81224ef..0200778d73 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel$.html
index 6846b63ad5..066017dbe9 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel$.html
@@ -3,9 +3,9 @@
         <head>
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html
index 8b4eab32fc..037880001e 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -813,6 +813,25 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#doExceptionHandling" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="doExceptionHandling:org.apache.spark.ml.param.BooleanParam"></a><a id="doExceptionHandling:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html#doExceptionHandling:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">doExceptionHandling</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">If true, effective batchsize is 1 and exceptions are handled.</p><div class="fullcomment"><div class="comment cmt"><p>If true, effective batchsize is 1 and exceptions are handled.
+If exception causing data is passed to the model, a error annotation is emitted which has the exception message. Processing continues with the next batch.
+This comes with a performance penalty.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/ner/MedicalNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel">MedicalNerModel</a></dd></dl></div>
     </li><li name="scala.AnyRef#eq" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="eq(x$1:AnyRef):Boolean"></a><a id="eq(AnyRef):Boolean"></a>
       <span class="permalink">
@@ -2393,6 +2412,25 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#setDoExceptionHandling" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setDoExceptionHandling(value:Boolean):MedicalNerModel.this.type"></a><a id="setDoExceptionHandling(Boolean):LegalNerModel.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html#setDoExceptionHandling(value:Boolean):MedicalNerModel.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDoExceptionHandling</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.legal.token_classification.ner.LegalNerModel">LegalNerModel</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">If true, effective batchsize is 1 and exceptions are handled.</p><div class="fullcomment"><div class="comment cmt"><p>If true, effective batchsize is 1 and exceptions are handled.
+If exception causing data is passed to the model, a error annotation is emitted which has the exception message. Processing continues with the next batch.
+This comes with a performance penalty.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/ner/MedicalNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel">MedicalNerModel</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#setIncludeAllConfidenceScores" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setIncludeAllConfidenceScores(value:Boolean):MedicalNerModel.this.type"></a><a id="setIncludeAllConfidenceScores(Boolean):LegalNerModel.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadLegalBertForTokenTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadLegalBertForTokenTensorflowModel.html
index 9369f92205..8463ecbb41 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadLegalBertForTokenTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadLegalBertForTokenTensorflowModel.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadLegalBertForTokenTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadLegalBertForTokenTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadZeroShotNerTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadZeroShotNerTensorflowModel.html
index 01ca832572..4f7f83a0ab 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadZeroShotNerTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadZeroShotNerTensorflowModel.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadZeroShotNerTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadZeroShotNerTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadZeroShotNerTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadZeroShotNerTensorflowModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html
index f66c1087d6..f292fedf07 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadablePretrainedLegalBertForTokenModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadablePretrainedLegalBertForTokenModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedZeroShotNer.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedZeroShotNer.html
index b7e2e82bab..72bc1365f3 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedZeroShotNer.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedZeroShotNer.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadablePretrainedZeroShotNer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadablePretrainedZeroShotNer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel$.html
index 45d049c6ad..1ba760e0b8 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html
index 7ed75d30f5..3bec03f4c7 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/index.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/index.html
index 206725dbaa..f421d38b96 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.token classification.ner" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.token classification.ner" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.legal.token classification.ner" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.legal.token classification.ner" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/EarlyStopping.html b/docs/licensed/api/com/johnsnowlabs/ml/EarlyStopping.html
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.EarlyStopping</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.EarlyStopping" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.EarlyStopping" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.EarlyStopping</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.EarlyStopping" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.EarlyStopping" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder$DecoderProcessor.html b/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder$DecoderProcessor.html
index 2a79b67f2f..68aecba226 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder$DecoderProcessor.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder$DecoderProcessor.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder.html b/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder.html
index 8b9d072c47..ac88c4142f 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV2$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV2$.html
index 90a6653d18..ca8f5d068f 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV2$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV2$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV2</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV2" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV2" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV2</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV2" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV2" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV6$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV6$.html
index 7d07c4314c..4ba17ed44e 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV6$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV6$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV6</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV6" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV6" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV6</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV6" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV6" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$$SeqHelper.html
index 20cefb62d9..0fa55fc89f 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html
index 236fe1a585..3916fc4fee 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1M</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1M" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1M</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1M" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1P$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1P$.html
index 0e54bfa2f5..fe38c8e104 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1P$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1P$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1P</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1P" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1P" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1P</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1P" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1P" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/FnMaps.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/FnMaps.html
index 2e5828ba87..2cf7946cc0 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/FnMaps.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/FnMaps.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.FnMaps</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.FnMaps" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.FnMaps" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.FnMaps</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.FnMaps" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.FnMaps" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngine$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngine$.html
index 15aa561f03..49e38dcab9 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngine$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngine$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngine" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngine.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngine.html
index 6a50bd437d..ec123439c3 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngine.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngine.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngine" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineDummy.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineDummy.html
index 932abf080d..d6b2a23ab0 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineDummy.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineDummy.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineDummy</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineDummy" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineDummy" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineDummy</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineDummy" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineDummy" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineESRDV21Y19$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineESRDV21Y19$.html
index 32f1045fd9..d811ec8cd7 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineESRDV21Y19$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineESRDV21Y19$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Combined$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Combined$.html
index 6a25965c00..dcdf7c3808 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Combined$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Combined$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y17$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y17$.html
index 6263c53bf8..36029c3e03 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y17$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y17$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y18$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y18$.html
index 1dd8ff55e0..fdaaa9cba8 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y18$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y18$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y19$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y19$.html
index 8036297701..13f2962780 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y19$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y19$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y20$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y20$.html
index 3eb3774b32..6f5cd5ea0b 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y20$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y20$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y21$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y21$.html
index 8f3d876d44..e3878a2c97 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y21$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y21$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y22$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y22$.html
index 3551c39f90..008fafedf7 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y22$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV22Y22$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Combined$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Combined$.html
index 3bc3f3d749..09ba9c2caa 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Combined$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Combined$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Y18$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Y18$.html
index f7535be1c7..ca49fad77e 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Y18$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Y18$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Y19$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Y19$.html
index e3b1e4b981..6c88dcb7a1 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Y19$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV23Y19$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Combined$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Combined$.html
index 14b251343e..22a6bea21c 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Combined$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Combined$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y17$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y17$.html
index ecf5e074e1..aceb80e8ea 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y17$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y17$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y18$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y18$.html
index 3ec4755eb7..9a07bffc93 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y18$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y18$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y19$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y19$.html
index 2f48d557ed..0fc0a0b922 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y19$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y19$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y20$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y20$.html
index b5ab9788bb..c3fe774358 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y20$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y20$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y21$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y21$.html
index 65c047fe53..99eb51e918 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y21$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y21$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y22$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y22$.html
index 65cd12b73c..e85a21869a 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y22$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV24Y22$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV28Combined$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV28Combined$.html
index 741bafd4b9..0b412bc150 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV28Combined$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV28Combined$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV28Y24$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV28Y24$.html
index c6ae9aaa08..0ab2a5b349 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV28Y24$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCEngineV28Y24$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCFactory$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCFactory$.html
index 53a930fe84..d823cdee09 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCFactory$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCFactory$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCFactory</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCFactory" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCFactory" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCFactory</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCFactory" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCFactory" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCUtil.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCUtil.html
index bb6e098482..294fc6b5ce 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCUtil.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/HCCUtil.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCUtil</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCUtil" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.HCCUtil" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCUtil</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCUtil" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.HCCUtil" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/NoSuchVersionException.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/NoSuchVersionException.html
index a937110f34..07d388d4c5 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/NoSuchVersionException.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/NoSuchVersionException.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.NoSuchVersionException</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.NoSuchVersionException" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.NoSuchVersionException" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.NoSuchVersionException</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.NoSuchVersionException" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.NoSuchVersionException" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/RxHCC05Dummy.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/RxHCC05Dummy.html
index 64cb269ae5..83aa15a2df 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/RxHCC05Dummy.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/RxHCC05Dummy.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.RxHCC05Dummy</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.RxHCC05Dummy" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.RxHCC05Dummy" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.RxHCC05Dummy</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.RxHCC05Dummy" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.RxHCC05Dummy" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/RxHCC08Dummy.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/RxHCC08Dummy.html
index 64537f47d3..292f9261b6 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/RxHCC08Dummy.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/RxHCC08Dummy.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.RxHCC08Dummy</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.RxHCC08Dummy" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.RxHCC08Dummy" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.RxHCC08Dummy</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.RxHCC08Dummy" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.RxHCC08Dummy" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html
index 4deaea6c6c..1388dde8bd 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.SexMap</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.SexMap" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.SexMap" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.SexMap</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.SexMap" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.SexMap" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$$SeqHelper.html
index 17aaf053b7..5b75f59227 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$.html
index 9ed41386f5..8e5b433df0 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1M" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1M" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1P$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1P$.html
index d00c991d96..c1b993b7e5 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1P$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1P$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1P</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1P" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1P" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1P</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1P" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1P" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html
index d4789fd1e7..ff9d3be2aa 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V22I0ED2</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V22I0ED2" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V22I0ED2" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V22I0ED2</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V22I0ED2" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V22I0ED2" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html
index ce0c18b2b1..4c6dca1e75 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$.html
index bd8a2e26c5..dff6e9bd73 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2318P1M" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2318P1M" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$$SeqHelper.html
index f946c0a330..027395f73d 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$.html
index ed188f1e1f..f627f10440 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2419P1M" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2419P1M" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$$SeqHelper.html
index bc88d7bc68..1c6af2e02c 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$.html
index 06eb51cffd..56ff888578 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V28IOED1$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V28IOED1$.html
index 28d6901485..1ae6c233f9 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V28IOED1" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.V28IOED1</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.V28IOED1" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.V28IOED1" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/index.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/index.html
index 4e12d84e90..1728daa4bf 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/AgeSexV4$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/AgeSexV4$.html
index f4d5c74fb1..8ae20952f0 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/AgeSexV4$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0523P1M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0523P1M$.html
index db421f6b9a..68b79ebb67 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R05IOD3$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R05IOD3$.html
index a4bf8bf057..586437a0bf 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0823T1M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0823T1M$.html
index ae512ae084..243aa64cc8 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0823T1M$.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R08I0ED1$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R08I0ED1$.html
index 40d9b18174..092cf59e66 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCC.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCC.html
index 599d64af52..0f81516c2a 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05.html
index 9c7e56b2d4..a5e89652fe 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y20$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y20$.html
index 0a2bf878cb..215eaceffd 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y20$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y20$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y21$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y21$.html
index 210b80212a..5a83662fbe 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y21$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y21$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y22$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y22$.html
index 9c8ee8f771..ca34849cec 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y22$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22</title>
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y23$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y23$.html
index 58febc3383..5cc6c8fe46 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y22$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y22$.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y23$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y23$.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccFnMaps.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccFnMaps.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccParams$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccParams$.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccRiskScoreMapper$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccRiskScoreMapper$.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/index.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/index.html
index d32f32d3c9..591cbfbbff 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/index.html b/docs/licensed/api/com/johnsnowlabs/ml/index.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/onnx/InternalReadOnnxModel.html b/docs/licensed/api/com/johnsnowlabs/ml/onnx/InternalReadOnnxModel.html
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/onnx/OnnxMedicalEncoderDecoderT5.html b/docs/licensed/api/com/johnsnowlabs/ml/onnx/OnnxMedicalEncoderDecoderT5.html
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/onnx/Utils$.html b/docs/licensed/api/com/johnsnowlabs/ml/onnx/Utils$.html
index ac1446fabe..55f03c7467 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/onnx/Utils$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/onnx/Utils$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.onnx.Utils</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.onnx.Utils" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.onnx.Utils" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.onnx.Utils</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.onnx.Utils" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.onnx.Utils" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/onnx/index.html b/docs/licensed/api/com/johnsnowlabs/ml/onnx/index.html
index 1568c1ea41..ba2cf25b8d 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/onnx/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/onnx/index.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.onnx</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.onnx" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.onnx" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.onnx</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.onnx" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.onnx" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html b/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html
index 6883ba6833..71eb4a8a82 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html
@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search.HeapSelect" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.HeapSelect" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search.HeapSelect</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search.HeapSelect" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search.HeapSelect" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/KNNSearch.html b/docs/licensed/api/com/johnsnowlabs/ml/search/KNNSearch.html
index daac08ee65..e0f04318a4 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/KNNSearch.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/KNNSearch.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.KNNSearch</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search.KNNSearch" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.KNNSearch" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search.KNNSearch</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search.KNNSearch" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search.KNNSearch" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/Math.html b/docs/licensed/api/com/johnsnowlabs/ml/search/Math.html
index 72369095a2..891ae1ebad 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/Math.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/Math.html
@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search.Math" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.Math" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search.Math</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search.Math" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search.Math" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/NearestNeighbourSearch.html b/docs/licensed/api/com/johnsnowlabs/ml/search/NearestNeighbourSearch.html
index d1c9245ad9..1099f91d84 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/NearestNeighbourSearch.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/NearestNeighbourSearch.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.NearestNeighbourSearch</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search.NearestNeighbourSearch</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html b/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html
index 03c8c3f86b..8bd5bd4c44 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.Neighbour</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.Neighbour" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search.Neighbour</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search.Neighbour" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search.Neighbour" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/RNNSearch.html b/docs/licensed/api/com/johnsnowlabs/ml/search/RNNSearch.html
index 54032a1ca7..a9b7209d94 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/RNNSearch.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/RNNSearch.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.RNNSearch</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.RNNSearch" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search.RNNSearch</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search.RNNSearch" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search.RNNSearch" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/Recipe.html b/docs/licensed/api/com/johnsnowlabs/ml/search/Recipe.html
index 5f50096cb7..fa5ac93da1 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/Recipe.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/Recipe.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.Recipe</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.Recipe" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search.Recipe</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search.Recipe" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search.Recipe" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/SerializableKDTree.html b/docs/licensed/api/com/johnsnowlabs/ml/search/SerializableKDTree.html
index 0655b8b9b8..d899c0ca1b 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/SerializableKDTree.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/SerializableKDTree.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.SerializableKDTree</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search.SerializableKDTree" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.SerializableKDTree" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search.SerializableKDTree</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search.SerializableKDTree" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search.SerializableKDTree" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/index.html b/docs/licensed/api/com/johnsnowlabs/ml/search/index.html
index 541f460d5d..f20581b38f 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/index.html
@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.search</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.search" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.search" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/AssertionBatch.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/AssertionBatch.html
index 70ca6896a3..b6f513876f 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/AssertionBatch.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionBatch</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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index 2eaf68e796..f1f69b1417 100644
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalNerDatasetEncoder.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalNerDatasetEncoder.html
index d6b388fcce..dd872cc760 100644
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorFLowClassification.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorFLowClassification.html
index 0e34542940..0f9f02e4a0 100644
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowBertClassification.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowBertClassification.html
index a342ddcb7b..5d283074c5 100644
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowDistilBertClassification.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowDistilBertClassification.html
index 8339a3c4ce..6ceb7061af 100644
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBertRE.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBertRE.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.tensorflow</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.tensorflow" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.tensorflow" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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index ad57195690..0718e02719 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$.html
index 525e309699..8858f6af7b 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/index.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/index.html
index 78c188a017..49f5ad75fb 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/Chunk2Token.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/Chunk2Token.html
index ec06f9d138..d27430d329 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/Chunk2Token.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.Chunk2Token</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.Chunk2Token" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.Chunk2Token" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.Chunk2Token</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.Chunk2Token" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.Chunk2Token" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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@@ -404,6 +404,22 @@ <h1>Packages</h1>
         <a title="" href="seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer$.html
index b795eb40c1..ae7d6a4bf9 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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@@ -404,6 +404,22 @@ <h1>Packages</h1>
         <a title="" href="seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="splitter/index.html"><span class="name">splitter</span></a>
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+      
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index 0aac3e7917..9f4874218d 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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@@ -404,6 +404,22 @@ <h1>Packages</h1>
         <a title="" href="seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="splitter/index.html"><span class="name">splitter</span></a>
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+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/AssertionChunkConverter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/AssertionChunkConverter.html
index 2c80b554d5..f7864fef27 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/AssertionChunkConverter.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/Datapoint.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/Datapoint.html
index cd0d73c1b2..eec9483398 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.Datapoint</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.Datapoint</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLApproach$.html
index 0fd022596a..526a3b44de 100644
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLModel.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/ReadablePretrainedAssertionDL.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/ReadablePretrainedAssertionDL.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/ReadsAssertionGraph.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/ReadsAssertionGraph.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -444,6 +444,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="tokenizer"></a><a id="tokenizer:tokenizer"></a>
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegApproach.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegModel$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegModel.html
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Datapoint.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Datapoint.html
index 49e57b1ea4..d6493e15ab 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Datapoint.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/NegexDatasetReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/NegexDatasetReader.html
index 636ded632a..de0b1e71f5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/NegexDatasetReader.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/NegexDatasetReader.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/ReadablePretrainedAssertionLogReg.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/ReadablePretrainedAssertionLogReg.html
index d31e572592..d107beb7bb 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/ReadablePretrainedAssertionLogReg.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/ReadablePretrainedAssertionLogReg.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing$VectorizedChunk.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing$VectorizedChunk.html
index 44a7cf2684..cbae0c9d42 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing$VectorizedChunk.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing$VectorizedChunk.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing.html
index 7846f65f4f..6becd88b3f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/index.html
index 811a0e4ad9..7558a3c08f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer$.html
index 908fac2147..f1b67087ff 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer.html
index e66d8c1320..49c24b54fc 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter$.html
index 31bfaf2370..43f3d587f4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter.html
index 3f61456623..f7ed33e4f4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer$.html
index 8aad097a98..e26cb99e2c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer.html
index c4895353a0..cca9d9b4a3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach$.html
index 5e1b6e6859..e2007d00c4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach.html
index c2856fe17d..80e9910149 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
@@ -893,6 +893,23 @@ <h3>Value Members</h3>
       </span>
       
       <p class="shortcomment cmt">Path to csv with  entity pairs to remove chunks based on the confidance level
+</p>
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach#entitiesConfidenceResourceAsJsonString" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="param">
+      <a id="entitiesConfidenceResourceAsJsonString:org.apache.spark.ml.param.Param[String]"></a><a id="entitiesConfidenceResourceAsJsonString:Param[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach.html#entitiesConfidenceResourceAsJsonString:org.apache.spark.ml.param.Param[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">entitiesConfidenceResourceAsJsonString</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">string given as JSON with entity pairs to remove chunks based on the confidence level
 </p>
     </li><li name="scala.AnyRef#eq" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="eq(x$1:AnyRef):Boolean"></a><a id="eq(AnyRef):Boolean"></a>
@@ -1245,6 +1262,22 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach#getEntitiesConfidenceResourceAsJsonString" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getEntitiesConfidenceResourceAsJsonString:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach.html#getEntitiesConfidenceResourceAsJsonString:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getEntitiesConfidenceResourceAsJsonString</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      
     </li><li name="com.johnsnowlabs.nlp.HasInputAnnotationCols#getInputCols" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="getInputCols:Array[String]"></a>
       <span class="permalink">
@@ -2317,6 +2350,22 @@ <h3>Value Members</h3>
       </span>
       
       <p class="shortcomment cmt">Unsupported method in ChunkFiltererApproach @throw RuntimeException</p><div class="fullcomment"><div class="comment cmt"><p>Unsupported method in ChunkFiltererApproach @throw RuntimeException</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach">ChunkFiltererApproach</a> → <a href="../params/FilteringParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.params.FilteringParams">FilteringParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach#setEntitiesConfidenceResourceAsJsonString" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setEntitiesConfidenceResourceAsJsonString(json:String):ChunkFiltererApproach.this.type"></a><a id="setEntitiesConfidenceResourceAsJsonString(String):ChunkFiltererApproach.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach.html#setEntitiesConfidenceResourceAsJsonString(json:String):ChunkFiltererApproach.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setEntitiesConfidenceResourceAsJsonString</span><span class="params">(<span name="json">json: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach">ChunkFiltererApproach</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets entitiesConfidenceResource parameter with string given as JSON</p><div class="fullcomment"><div class="comment cmt"><p>Sets entitiesConfidenceResource parameter with string given as JSON</p></div><dl class="paramcmts block"><dt class="param">json</dt><dd class="cmt"><p>string given as JSON format</p></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.params.FilteringParams#setFilterEntity" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setFilterEntity(v:String):com.johnsnowlabs.nlp.&lt;refinement&gt;.type"></a><a id="setFilterEntity(String):ChunkFiltererApproach.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction$.html
index 4cfbfd3649..726f6d40fc 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction.html
index 27f410a644..2f203211a6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperApproach.html
index d705fe1df5..9fcd3dcf63 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperApproach.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer$.html
index 69bb494b1e..403d11ce61 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer.html
index d72315debf..eaa1e14ca7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel$.html
index 151bbd94d8..92f9b20dc3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel.html
index a7a11fd1af..8f0bc45a08 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter$.html
index dfe8d3051b..edff6bc4f0 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html
index b0deb50ec6..3d1f7794e1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
@@ -271,12 +271,19 @@ <h4 id="signature" class="signature">
       </h4>
 
       
-          <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>Split the document using the chunks that you provided,and put in the metadata the chunk entity.
-The first piece of document to the first chunk will have the entity as header.</p><p>Is useful if you identify the titles and subtitles using some ner and after that you can split by paragraph</p><h4>Example</h4><pre> <span class="kw">val</span> data = <span class="std">Seq</span>(text,text).toDS.toDF(<span class="lit">"text"</span>)
+          <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>An annotator that splits a document into sentences based on provided chunks.
+The first piece of the document is treated as a header, and subsequent chunks are labeled with their associated entities.</p><p>This annotator is particularly useful when identifying titles and subtitles using Named Entity Recognition (NER),
+followed by a paragraph-level split.</p><h4>Example</h4><pre><span class="cmt">// Create a DataFrame with a "text" column</span>
+<span class="kw">val</span> data = <span class="std">Seq</span>(text, text).toDS.toDF(<span class="lit">"text"</span>)
+
+<span class="cmt">// Set up the NLP pipeline with DocumentAssembler, RegexMatcher, and ChunkSentenceSplitter</span>
 <span class="kw">val</span> documentAssembler = <span class="kw">new</span> DocumentAssembler().setInputCol(<span class="lit">"text"</span>).setOutputCol(<span class="lit">"doc"</span>)
-<span class="kw">val</span> regexMatcher = <span class="kw">new</span> RegexMatcher().setInputCols(<span class="lit">"doc"</span>).setOutputCol(<span class="lit">"chunks"</span>).setExternalRules(<span class="lit">"src/test/resources/chunker/title_regex.txt"</span>,<span class="lit">","</span>)
-<span class="kw">val</span> chunkSentenceSplitter = <span class="kw">new</span> ChunkSentenceSplitter().setInputCols(<span class="lit">"chunks"</span>,<span class="lit">"doc"</span>).setOutputCol(<span class="lit">"paragraphs"</span>)
-<span class="kw">val</span> pipeline =  <span class="kw">new</span> Pipeline().setStages(<span class="std">Array</span>(documentAssembler,regexMatcher,chunkSentenceSplitter))
+<span class="kw">val</span> regexMatcher = <span class="kw">new</span> RegexMatcher().setInputCols(<span class="lit">"doc"</span>).setOutputCol(<span class="lit">"chunks"</span>)
+                  .setExternalRules(<span class="lit">"src/test/resources/chunker/title_regex.txt"</span>, <span class="lit">","</span>)
+<span class="kw">val</span> chunkSentenceSplitter = <span class="kw">new</span> ChunkSentenceSplitter().setInputCols(<span class="lit">"chunks"</span>, <span class="lit">"doc"</span>).setOutputCol(<span class="lit">"paragraphs"</span>)
+<span class="kw">val</span> pipeline = <span class="kw">new</span> Pipeline().setStages(<span class="std">Array</span>(documentAssembler, regexMatcher, chunkSentenceSplitter))
+
+<span class="cmt">// Fit the pipeline to the data and transform it</span>
 <span class="kw">val</span> result = pipeline.fit(data).transform(data).select(<span class="lit">"paragraphs"</span>)
 result.show(truncate = <span class="kw">false</span>)</pre></div><div class="toggleContainer block">
           <span class="toggle">
@@ -781,7 +788,7 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#defaultEntity" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#defaultEntity" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="defaultEntity:org.apache.spark.ml.param.Param[String]"></a><a id="defaultEntity:Param[String]"></a>
       <span class="permalink">
       <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html#defaultEntity:org.apache.spark.ml.param.Param[String]" title="Permalink">
@@ -796,7 +803,8 @@ <h3>Value Members</h3>
         <span class="name">defaultEntity</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
       </span>
       
-      
+      <p class="shortcomment cmt">String parameter representing the default name for the entity assigned to content between the start of the document and the first labeled chunk.</p><div class="fullcomment"><div class="comment cmt"><p>String parameter representing the default name for the entity assigned to content between the start of the document and the first labeled chunk.
+</p></div><dl class="attributes block"> <dt>Note</dt><dd><span class="cmt"><p>Default: introduction</p></span></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.HasSimpleAnnotate#dfAnnotate" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="dfAnnotate:org.apache.spark.sql.expressions.UserDefinedFunction"></a><a id="dfAnnotate:UserDefinedFunction"></a>
       <span class="permalink">
@@ -1060,9 +1068,9 @@ <h3>Value Members</h3>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#getChunksEntitiesBySentence" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
-      <a id="getChunksEntitiesBySentence(annotations:Seq[com.johnsnowlabs.nlp.Annotation],sentenceCount:Int):Seq[Seq[com.johnsnowlabs.nlp.Annotation]]"></a><a id="getChunksEntitiesBySentence(Seq[Annotation],Int):Seq[Seq[Annotation]]"></a>
+      <a id="getChunksEntitiesBySentence(annotations:Seq[com.johnsnowlabs.nlp.Annotation]):Seq[Seq[com.johnsnowlabs.nlp.Annotation]]"></a><a id="getChunksEntitiesBySentence(Seq[Annotation]):Seq[Seq[Annotation]]"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html#getChunksEntitiesBySentence(annotations:Seq[com.johnsnowlabs.nlp.Annotation],sentenceCount:Int):Seq[Seq[com.johnsnowlabs.nlp.Annotation]]" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html#getChunksEntitiesBySentence(annotations:Seq[com.johnsnowlabs.nlp.Annotation]):Seq[Seq[com.johnsnowlabs.nlp.Annotation]]" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -1071,7 +1079,7 @@ <h3>Value Members</h3>
         <span class="kind">def</span>
       </span>
       <span class="symbol">
-        <span class="name">getChunksEntitiesBySentence</span><span class="params">(<span name="annotations">annotations: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]</span>, <span name="sentenceCount">sentenceCount: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]]</span>
+        <span class="name">getChunksEntitiesBySentence</span><span class="params">(<span name="annotations">annotations: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]]</span>
       </span>
       
       
@@ -1238,7 +1246,7 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#groupBySentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#groupBySentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="groupBySentences:org.apache.spark.ml.param.BooleanParam"></a><a id="groupBySentences:BooleanParam"></a>
       <span class="permalink">
       <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html#groupBySentences:org.apache.spark.ml.param.BooleanParam" title="Permalink">
@@ -1253,8 +1261,10 @@ <h3>Value Members</h3>
         <span class="name">groupBySentences</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
       </span>
       
-      <p class="shortcomment cmt">This parameter allow split the paragraphs grouping the chunks by sentences
-</p>
+      <p class="shortcomment cmt">This parameter determines whether to split a document into paragraphs by grouping chunks by sentences.</p><div class="fullcomment"><div class="comment cmt"><p>This parameter determines whether to split a document into paragraphs by grouping chunks by sentences.
+If set to false, it assumes a single document annotation for all chunks.
+Set to true if you want to group chunks by sentences, and the input column of your chunk annotator is generated by a sentence detector.
+</p></div><dl class="attributes block"> <dt>Note</dt><dd><span class="cmt"><p>Default: true</p></span></dd></dl></div>
     </li><li name="org.apache.spark.ml.param.Params#hasDefault" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="hasDefault[T](param:org.apache.spark.ml.param.Param[T]):Boolean"></a><a id="hasDefault[T](Param[T]):Boolean"></a>
       <span class="permalink">
@@ -1388,7 +1398,7 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasInputAnnotationCols</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#insertChunk" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#insertChunk" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="insertChunk:org.apache.spark.ml.param.BooleanParam"></a><a id="insertChunk:BooleanParam"></a>
       <span class="permalink">
       <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html#insertChunk:org.apache.spark.ml.param.BooleanParam" title="Permalink">
@@ -1403,7 +1413,9 @@ <h3>Value Members</h3>
         <span class="name">insertChunk</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
       </span>
       
-      
+      <p class="shortcomment cmt">Boolean parameter that determines whether to include the chunk in the resulting sentences or not.</p><div class="fullcomment"><div class="comment cmt"><p>Boolean parameter that determines whether to include the chunk in the resulting sentences or not.</p><p>When <code>insertChunk</code> is set to true, the chunk will be added to the generated sentences.
+If set to false, the chunk will be omitted from the sentences.
+</p></div><dl class="attributes block"> <dt>Note</dt><dd><span class="cmt"><p>Default: true</p></span></dd></dl></div>
     </li><li name="org.apache.spark.ml.param.Params#isDefined" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="isDefined(param:org.apache.spark.ml.param.Param[_]):Boolean"></a><a id="isDefined(Param[_]):Boolean"></a>
       <span class="permalink">
@@ -2079,7 +2091,7 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#setDefaultEntity" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#setDefaultEntity" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setDefaultEntity(value:String):ChunkSentenceSplitter.this.type"></a><a id="setDefaultEntity(String):ChunkSentenceSplitter.this.type"></a>
       <span class="permalink">
       <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html#setDefaultEntity(value:String):ChunkSentenceSplitter.this.type" title="Permalink">
@@ -2094,8 +2106,9 @@ <h3>Value Members</h3>
         <span class="name">setDefaultEntity</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter">ChunkSentenceSplitter</a>.this.type</span>
       </span>
       
-      
-    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#setGroupBySentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <p class="shortcomment cmt">Sets <a href="#defaultEntity:org.apache.spark.ml.param.Param[String]" class="extmbr" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#defaultEntity">defaultEntity</a>, defining the default name for the entity that represents content between the beginning of the document and the first chunk.</p><div class="fullcomment"><div class="comment cmt"><p>Sets <a href="#defaultEntity:org.apache.spark.ml.param.Param[String]" class="extmbr" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#defaultEntity">defaultEntity</a>, defining the default name for the entity that represents content between the beginning of the document and the first chunk.
+</p></div><dl class="paramcmts block"><dt>returns</dt><dd class="cmt"><p>This instance with the updated initEntityName property.</p></dd></dl><dl class="attributes block"> <dt>Note</dt><dd><span class="cmt"><p>Default: introduction</p></span></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#setGroupBySentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setGroupBySentences(value:Boolean):ChunkSentenceSplitter.this.type"></a><a id="setGroupBySentences(Boolean):ChunkSentenceSplitter.this.type"></a>
       <span class="permalink">
       <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html#setGroupBySentences(value:Boolean):ChunkSentenceSplitter.this.type" title="Permalink">
@@ -2110,7 +2123,10 @@ <h3>Value Members</h3>
         <span class="name">setGroupBySentences</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter">ChunkSentenceSplitter</a>.this.type</span>
       </span>
       
-      
+      <p class="shortcomment cmt">Sets <a href="#groupBySentences:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#groupBySentences">groupBySentences</a>, which determines whether to split a document into paragraphs by grouping chunks by sentences.</p><div class="fullcomment"><div class="comment cmt"><p>Sets <a href="#groupBySentences:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#groupBySentences">groupBySentences</a>, which determines whether to split a document into paragraphs by grouping chunks by sentences.
+If set to false, it assumes a single document annotation for all chunks.
+Set to true if you want to group chunks by sentences, and the input column of your chunk annotator is generated by a sentence detector.
+</p></div><dl class="paramcmts block"><dt>returns</dt><dd class="cmt"><p>This instance with the updated groupBySentences property.</p></dd></dl><dl class="attributes block"> <dt>Note</dt><dd><span class="cmt"><p>Default: true</p></span></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.HasInputAnnotationCols#setInputCols" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="setInputCols(value:String*):HasInputAnnotationCols.this.type"></a><a id="setInputCols(String*):ChunkSentenceSplitter.this.type"></a>
       <span class="permalink">
@@ -2143,7 +2159,7 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasInputAnnotationCols</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#setInsertChunk" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+    </li><li name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter#setInsertChunk" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setInsertChunk(value:Boolean):ChunkSentenceSplitter.this.type"></a><a id="setInsertChunk(Boolean):ChunkSentenceSplitter.this.type"></a>
       <span class="permalink">
       <a href="../../../../../com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html#setInsertChunk(value:Boolean):ChunkSentenceSplitter.this.type" title="Permalink">
@@ -2158,7 +2174,9 @@ <h3>Value Members</h3>
         <span class="name">setInsertChunk</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter">ChunkSentenceSplitter</a>.this.type</span>
       </span>
       
-      
+      <p class="shortcomment cmt">Sets the value for the <code>insertChunk</code> parameter, determining whether to include the chunk in the resulting sentences or not.</p><div class="fullcomment"><div class="comment cmt"><p>Sets the value for the <code>insertChunk</code> parameter, determining whether to include the chunk in the resulting sentences or not.</p><p>When <code>insertChunk</code> is set to true, the chunk will be added to the generated sentences.
+If set to false, the chunk will be omitted from the sentences.
+</p></div><dl class="paramcmts block"><dt>returns</dt><dd class="cmt"><p>This instance with the updated <code>insertChunk</code> property.</p></dd></dl><dl class="attributes block"> <dt>Note</dt><dd><span class="cmt"><p>Default: true</p></span></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.CanBeLazy#setLazyAnnotator" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="setLazyAnnotator(value:Boolean):com.johnsnowlabs.nlp.CanBeLazy.&lt;refinement&gt;.type"></a><a id="setLazyAnnotator(Boolean):ChunkSentenceSplitter.this.type"></a>
       <span class="permalink">
@@ -2527,12 +2545,18 @@ <h3>Inherited from <span class="extype" name="scala.Any">Any</span></h3>
         </div>
 
         <div id="groupedMembers">
-        <div class="group" name="anno">
+        <div class="group" name="param">
+              <h3>Parameters</h3>
+              
+            </div><div class="group" name="anno">
               <h3>Annotator types</h3>
               <div class="comment cmt"><p>Required input and expected output annotator types</p></div>
             </div><div class="group" name="Ungrouped">
               <h3>Members</h3>
               
+            </div><div class="group" name="setParam">
+              <h3>Parameter setters</h3>
+              
             </div>
         </div>
 
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperApproach.html
index e8ab12c6fb..70d2a71268 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperApproach.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel$.html
index c99d6753df..cd51290747 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel.html
index 366764f09d..fe5b7fb093 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadChunkKeyPhraseExtractionTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadChunkKeyPhraseExtractionTensorflowModel.html
index 627deebed9..149b906640 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadChunkKeyPhraseExtractionTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadChunkKeyPhraseExtractionTensorflowModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkKeyPhraseExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkKeyPhraseExtractionModel.html
index db43983144..b8ab9a883a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkKeyPhraseExtractionModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkKeyPhraseExtractionModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkMapperModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkMapperModel.html
index 0ecc2c73dc..d995c311cf 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkMapperModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkMapperModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedDocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedDocMapperModel.html
index a30ca19220..d523b31cc7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedDocMapperModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedDocMapperModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,8 +215,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mapping.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mapping.html
index e28d1effad..4b80a5ffa8 100644
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@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mappings.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mappings.html
index de80938d51..13d3e7f43e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mappings.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mappings.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Relation.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Relation.html
index 4878742889..1257b98f2a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Relation.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Relation.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/index.html
index cd8b78e990..2346506453 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/index.html
index 549f40efdc..054c5d0453 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -231,8 +231,8 @@ <h1>Packages</h1>
                         <a href="ChunkMapperModel.html" title="">ChunkMapperModel</a>
                       </li><li class="current-entities indented5">
                         <a class="object" href="ChunkSentenceSplitter$.html" title=""></a>
-                        <a class="class" href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity."></a>
-                        <a href="ChunkSentenceSplitter.html" title="Split the document using the chunks that you provided,and put in the metadata the chunk entity.">ChunkSentenceSplitter</a>
+                        <a class="class" href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks."></a>
+                        <a href="ChunkSentenceSplitter.html" title="An annotator that splits a document into sentences based on provided chunks.">ChunkSentenceSplitter</a>
                       </li><li class="current-entities indented5">
                         <span class="separator"></span>
                         <a class="class" href="DocMapperApproach.html" title=""></a>
@@ -496,6 +496,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="tokenizer"></a><a id="tokenizer:tokenizer"></a>
@@ -973,15 +989,22 @@ <h3>Type Members</h3>
         <span class="kind">class</span>
       </span>
       <span class="symbol">
-        <a title="Split the document using the chunks that you provided,and put in the metadata the chunk entity." href="ChunkSentenceSplitter.html"><span class="name">ChunkSentenceSplitter</span></a><span class="result"> extends <span class="extype" name="com.johnsnowlabs.nlp.AnnotatorModel">AnnotatorModel</span>[<a href="ChunkSentenceSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter">ChunkSentenceSplitter</a>] with <span class="extype" name="com.johnsnowlabs.nlp.HasSimpleAnnotate">HasSimpleAnnotate</span>[<a href="ChunkSentenceSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter">ChunkSentenceSplitter</a>] with <span class="extype" name="com.johnsnowlabs.license.CheckLicense">CheckLicense</span></span>
+        <a title="An annotator that splits a document into sentences based on provided chunks." href="ChunkSentenceSplitter.html"><span class="name">ChunkSentenceSplitter</span></a><span class="result"> extends <span class="extype" name="com.johnsnowlabs.nlp.AnnotatorModel">AnnotatorModel</span>[<a href="ChunkSentenceSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter">ChunkSentenceSplitter</a>] with <span class="extype" name="com.johnsnowlabs.nlp.HasSimpleAnnotate">HasSimpleAnnotate</span>[<a href="ChunkSentenceSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter">ChunkSentenceSplitter</a>] with <span class="extype" name="com.johnsnowlabs.license.CheckLicense">CheckLicense</span></span>
       </span>
       
-      <p class="shortcomment cmt">Split the document using the chunks that you provided,and put in the metadata the chunk entity.</p><div class="fullcomment"><div class="comment cmt"><p>Split the document using the chunks that you provided,and put in the metadata the chunk entity.
-The first piece of document to the first chunk will have the entity as header.</p><p>Is useful if you identify the titles and subtitles using some ner and after that you can split by paragraph</p><h4>Example</h4><pre> <span class="kw">val</span> data = <span class="std">Seq</span>(text,text).toDS.toDF(<span class="lit">"text"</span>)
+      <p class="shortcomment cmt">An annotator that splits a document into sentences based on provided chunks.</p><div class="fullcomment"><div class="comment cmt"><p>An annotator that splits a document into sentences based on provided chunks.
+The first piece of the document is treated as a header, and subsequent chunks are labeled with their associated entities.</p><p>This annotator is particularly useful when identifying titles and subtitles using Named Entity Recognition (NER),
+followed by a paragraph-level split.</p><h4>Example</h4><pre><span class="cmt">// Create a DataFrame with a "text" column</span>
+<span class="kw">val</span> data = <span class="std">Seq</span>(text, text).toDS.toDF(<span class="lit">"text"</span>)
+
+<span class="cmt">// Set up the NLP pipeline with DocumentAssembler, RegexMatcher, and ChunkSentenceSplitter</span>
 <span class="kw">val</span> documentAssembler = <span class="kw">new</span> DocumentAssembler().setInputCol(<span class="lit">"text"</span>).setOutputCol(<span class="lit">"doc"</span>)
-<span class="kw">val</span> regexMatcher = <span class="kw">new</span> RegexMatcher().setInputCols(<span class="lit">"doc"</span>).setOutputCol(<span class="lit">"chunks"</span>).setExternalRules(<span class="lit">"src/test/resources/chunker/title_regex.txt"</span>,<span class="lit">","</span>)
-<span class="kw">val</span> chunkSentenceSplitter = <span class="kw">new</span> ChunkSentenceSplitter().setInputCols(<span class="lit">"chunks"</span>,<span class="lit">"doc"</span>).setOutputCol(<span class="lit">"paragraphs"</span>)
-<span class="kw">val</span> pipeline =  <span class="kw">new</span> Pipeline().setStages(<span class="std">Array</span>(documentAssembler,regexMatcher,chunkSentenceSplitter))
+<span class="kw">val</span> regexMatcher = <span class="kw">new</span> RegexMatcher().setInputCols(<span class="lit">"doc"</span>).setOutputCol(<span class="lit">"chunks"</span>)
+                  .setExternalRules(<span class="lit">"src/test/resources/chunker/title_regex.txt"</span>, <span class="lit">","</span>)
+<span class="kw">val</span> chunkSentenceSplitter = <span class="kw">new</span> ChunkSentenceSplitter().setInputCols(<span class="lit">"chunks"</span>, <span class="lit">"doc"</span>).setOutputCol(<span class="lit">"paragraphs"</span>)
+<span class="kw">val</span> pipeline = <span class="kw">new</span> Pipeline().setStages(<span class="std">Array</span>(documentAssembler, regexMatcher, chunkSentenceSplitter))
+
+<span class="cmt">// Fit the pipeline to the data and transform it</span>
 <span class="kw">val</span> result = pipeline.fit(data).transform(data).select(<span class="lit">"paragraphs"</span>)
 result.show(truncate = <span class="kw">false</span>)</pre></div></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableDroppingOperators$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableDroppingOperators$.html
index ac912483d5..dda701cbd0 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableDroppingOperators$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableDroppingOperators$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableScalingModes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableScalingModes$.html
index 20ac58f2d4..c99d0275a6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableScalingModes$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableScalingModes$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableSpecialRelations$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableSpecialRelations$.html
index 1c9acee4ea..372fc73e84 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableSpecialRelations$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableSpecialRelations$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableTextDistanceFunctions$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableTextDistanceFunctions$.html
index ba0b1ef70a..14fb3994e9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableTextDistanceFunctions$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableTextDistanceFunctions$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/ChunkMapperFuzzyMatchingParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/ChunkMapperFuzzyMatchingParams.html
index 78b572f2ba..93274da467 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/ChunkMapperFuzzyMatchingParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/ChunkMapperFuzzyMatchingParams.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/index.html
index 3d984a9fbb..c6cb5d24eb 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierApproach.html
index 722481429b..96876edb34 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierApproach.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel$.html
index e2ecd0d101..dcb803d4d2 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel.html
index b43a0bbc63..34dc9310a0 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierApproach.html
index 04fbc5add6..5be73ad3c0 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel$.html
index 7924e73208..9340327b19 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierParams.html
index 7abc842417..06022c9dfb 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierParams" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierParams" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierApproach$.html
index 64767039b4..a561ba7c5b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierApproach.html
index 3d03f8a9fe..756ad2865f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierModel$.html
index 61b6d0e679..57a10e989c 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierModel.html
index 449d332c4f..36934626c6 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierApproach$.html
index a66b8b6760..b21f42ae58 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierApproach.html
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierModel$.html
index c40c24bf9e..474424d51a 100644
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierModel.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierApproach$.html
index 7ad2142fc2..0165d0d35c 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierApproach.html
index 93f9edfff9..424b41b596 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierModel$.html
index c23c017dc4..7d1b697805 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierModel.html
index 99caeeb2e6..2aeabf1faa 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification$.html
index 87733f21fb..cb7eb8b984 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification.html
index c90a306368..bbd8e54942 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier$.html
index 5cc5e1fec3..3810bc7cf8 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier.html
index 533bb12b45..3b1e39f72a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalDistilBertForSequenceClassification$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalDistilBertForSequenceClassification$.html
index 254730751e..94baa12df9 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalDistilBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalDistilBertForSequenceClassification.html
index 24cf16c1ff..32a6ef73ed 100644
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadBertForTokenTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadBertForTokenTensorflowModel.html
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadDistilBertForSequenceTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadDistilBertForSequenceTensorflowModel.html
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadMedicalBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadMedicalBertForSequenceClassification.html
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedBertForSequenceModel.html
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDistilBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDistilBertForSequenceModel.html
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDocumentLogRegClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDocumentLogRegClassifierModel.html
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel" />
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -492,6 +492,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextRules" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextRules</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextRules" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextRules" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach$.html
index a54ccb42b6..8038e1ac31 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach.html
index 59bbe549b9..7de48d84db 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel$.html
index 0d940f0d8e..942f0f930c 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel.html
index e0e62ace40..f8906c71b0 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/Dictionary.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/Dictionary.html
index e2d3c8ca9f..0c573afd28 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.Dictionary</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.Dictionary" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.Dictionary" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.Dictionary</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.Dictionary" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.Dictionary" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/EntityDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/EntityDefinition.html
index 04382f464b..9ef0afae7e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/EntityDefinition.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.EntityDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.EntityDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchExceptions.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchExceptions.html
index 8c63ba47e3..cd3a5ecbf9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchExceptions.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchExceptions</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchPrefixSuffix.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchPrefixSuffix.html
index 951ac659ad..dc0b879fd8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchPrefixSuffix.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegex.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegex.html
index 2c51b645e8..b29233c246 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegex.html
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchRegex</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegexPerSentence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegexPerSentence.html
index 4360236cf8..b2b9492c56 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegexPerSentence.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchedToken.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchedToken.html
index ae22cdda95..e4ac6b173b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchedToken.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchedToken</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ReadablePretrainedContextualParser.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ReadablePretrainedContextualParser.html
index b34296dcb4..08cd0ee500 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ReadablePretrainedContextualParser" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ReadablePretrainedContextualParser</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ReadablePretrainedContextualParser" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ReadablePretrainedContextualParser" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/index.html
index 4319fb8c71..b534dd5cca 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.context" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.context" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -448,6 +448,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationAndText" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationAndText</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationAndText" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationAndText" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/AssertionAnnotationWithLabel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/AssertionAnnotationWithLabel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationWithLabel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationWithLabel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/AssertionAnnotationWithLabel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/AssertionAnnotationWithLabel.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationWithLabel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationWithLabel" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/IndexedChunk.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/IndexedChunk.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.datasets.IndexedChunk" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.datasets.IndexedChunk</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.datasets.IndexedChunk" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.datasets</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.datasets" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.datasets</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.datasets" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.datasets" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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@@ -416,6 +416,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.BaseDeidParams" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.BaseDeidParams" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentification$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentification$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentification" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -304,7 +304,7 @@ <h4 id="signature" class="signature">
 <a href="DeidApproachParams.html#setRefFileFormat(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams#setRefFileFormat">DeidApproachParams.setRefFileFormat</a> and <a href="DeidApproachParams.html#setRefSep(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams#setRefSep">DeidApproachParams.setRefSep</a>.</p><pre>Dr. Gregory House#DOCTOR
 <span class="num">01010101</span>#MEDICALRECORD</pre><p>The configuration params for that module are in trait <a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a>.
 </p></div><dl class="attributes block"> <dt>Exceptions thrown</dt><dd><span class="cmt"><p><span class="extype" name="java.security.NoSuchAlgorithmException"><code>java.security.NoSuchAlgorithmException</code></span> If no Provider supports a SecureRandom implementation for specified algorithm name.</p></span></dd><dt>Note</dt><dd><span class="cmt"><p>If the mode is set to obfuscate, the <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification">DeIdentification</a> uses <span class="extype" name="java.security.SecureRandom">java.security.SecureRandom</span> for generating fake data.
-      You can select a generation algorithm by configuring <b>spark.jsl.settings.seed.numberGenerationAlgorithm</b>.
+      You can select a generation algorithm by configuring the system environment variable <b>SPARK_NLP_JSL_SEED_ALGORITHM</b>.
       The chosen algorithm may impact the generation of fake data, performance, and potential blocking issues.
       For information about standard RNG algorithm names, refer to the SecureRandom section in the
       <a href="https://docs.oracle.com/javase/8/docs/technotes/guides/security/StandardNames.html#SecureRandom" target="_blank">Number Generation Algorithm</a>.
@@ -769,6 +769,27 @@ <h3>Value Members</h3>
                 <span class="name">@native</span><span class="args">()</span>
               
         </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#combineRegexPatterns" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="combineRegexPatterns:org.apache.spark.ml.param.BooleanParam"></a><a id="combineRegexPatterns:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#combineRegexPatterns:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">combineRegexPatterns</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">If the value is true both loaded regex file and default regex file are used together;
+ if the value is false, either loaded regex file or default regex file is used.</p><div class="fullcomment"><div class="comment cmt"><p>If the value is true both loaded regex file and default regex file are used together;
+ if the value is false, either loaded regex file or default regex file is used.
+ The default value is false
+ If the value is true, it uses the default regex file regardless of the value of the <a href="#regexOverride:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#regexOverride">regexOverride</a>.
+</p></div></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#consistentObfuscation" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="consistentObfuscation:org.apache.spark.ml.param.BooleanParam"></a><a id="consistentObfuscation:BooleanParam"></a>
       <span class="permalink">
@@ -1220,6 +1241,22 @@ <h3>Value Members</h3>
                 <span class="name">@native</span><span class="args">()</span>
               
         </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#getCombineRegexPatterns" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getCombineRegexPatterns:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#getCombineRegexPatterns:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getCombineRegexPatterns</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#getConsistentObfuscation" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="getConsistentObfuscation:Boolean"></a>
       <span class="permalink">
@@ -1540,6 +1577,22 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#getRegexPatternsDictionaryAsJsonString" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getRegexPatternsDictionaryAsJsonString:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#getRegexPatternsDictionaryAsJsonString:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getRegexPatternsDictionaryAsJsonString</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#getReturnEntityMappings" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="getReturnEntityMappings:Boolean"></a>
       <span class="permalink">
@@ -2440,7 +2493,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.</p><div class="fullcomment"><div class="comment cmt"><p>If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
 The default value is false.
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
+If <a href="#combineRegexPatterns:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#combineRegexPatterns">DeIdentification.combineRegexPatterns</a> is true, this value will be invalid.</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#regexPatternsDictionary" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="param">
       <a id="regexPatternsDictionary:com.johnsnowlabs.nlp.annotators.param.ExternalResourceParam"></a><a id="regexPatternsDictionary:ExternalResourceParam"></a>
       <span class="permalink">
@@ -2457,6 +2510,23 @@ <h3>Value Members</h3>
       </span>
       
       <p class="shortcomment cmt">dictionary with regular expression patterns that match some protected entity if the dictionary in not setting up
+we will use the default regex file.</p>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#regexPatternsDictionaryAsJsonString" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="param">
+      <a id="regexPatternsDictionaryAsJsonString:org.apache.spark.ml.param.Param[String]"></a><a id="regexPatternsDictionaryAsJsonString:Param[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#regexPatternsDictionaryAsJsonString:org.apache.spark.ml.param.Param[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">regexPatternsDictionaryAsJsonString</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">dictionary with regular expression patterns given as JSON that match some protected entity if the dictionary is not setting up
 we will use the default regex file.</p>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#region" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="region:org.apache.spark.ml.param.Param[String]"></a><a id="region:Param[String]"></a>
@@ -2700,6 +2770,27 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">List of entities that will be ignored to in the regex file.</p><div class="fullcomment"><div class="comment cmt"><p>List of entities that will be ignored to in the regex file. The rest will be processed. The default  values are &quot;IBAN&quot;,&quot;ZIP&quot;,&quot;NPI&quot;,&quot;URL&quot;,&quot;DLN&quot;,&quot;PASSPORT&quot;,&quot;EMAIL&quot;,&quot;C_CARD&quot;,&quot;DEA&quot;,&quot;SSN&quot;
 </p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setCombineRegexPatterns" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="setCombineRegexPatterns(s:Boolean):DeIdentification.this.type"></a><a id="setCombineRegexPatterns(Boolean):DeIdentification.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#setCombineRegexPatterns(s:Boolean):DeIdentification.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setCombineRegexPatterns</span><span class="params">(<span name="s">s: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification">DeIdentification</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">If the value is true both loaded regex file and default regex file are used together;
+if the value is false, either loaded regex file or default regex file is used.</p><div class="fullcomment"><div class="comment cmt"><p>If the value is true both loaded regex file and default regex file are used together;
+if the value is false, either loaded regex file or default regex file is used.
+The default value is false
+If the value is true, it uses the default regex file regardless of the value of the <a href="#regexOverride:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#regexOverride">regexOverride</a>.
+</p></div></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setConsistentObfuscation" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setConsistentObfuscation(s:Boolean):DeIdentificationParams.this.type"></a><a id="setConsistentObfuscation(Boolean):DeIdentification.this.type"></a>
       <span class="permalink">
@@ -3209,7 +3300,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.</p><div class="fullcomment"><div class="comment cmt"><p>If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
 The default value is false.
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
+If <a href="#combineRegexPatterns:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#combineRegexPatterns">DeIdentification.combineRegexPatterns</a> is true, this value will be invalid.</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setRegexPatternsDictionary" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setRegexPatternsDictionary(path:String,readAs:com.johnsnowlabs.nlp.util.io.ReadAs.Format,options:Map[String,String]):DeIdentification.this.type"></a><a id="setRegexPatternsDictionary(String,Format,Map[String,String]):DeIdentification.this.type"></a>
       <span class="permalink">
@@ -3247,6 +3338,25 @@ <h3>Value Members</h3>
 a default regex file will be used.</p><div class="fullcomment"><div class="comment cmt"><p>dictionary with regular expression patterns that match some protected entity.When the field is not set then
 a default regex file will be used.
 </p></div><dl class="paramcmts block"><dt class="param">path</dt><dd class="cmt"><p>the external resource where the file is allocated.</p></dd></dl><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p><span class="extype" name="ExternalResource">ExternalResource</span></p></span></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setRegexPatternsDictionaryAsJsonString" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setRegexPatternsDictionaryAsJsonString(json:String):DeIdentification.this.type"></a><a id="setRegexPatternsDictionaryAsJsonString(String):DeIdentification.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#setRegexPatternsDictionaryAsJsonString(json:String):DeIdentification.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setRegexPatternsDictionaryAsJsonString</span><span class="params">(<span name="json">json: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification">DeIdentification</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">dictionary with regular expression patterns given as JSON that match some protected entity.When the field is not set then
+a default regex file will be used.</p><div class="fullcomment"><div class="comment cmt"><p>dictionary with regular expression patterns given as JSON that match some protected entity.When the field is not set then
+a default regex file will be used.
+</p></div><dl class="paramcmts block"><dt class="param">json</dt><dd class="cmt"><p>regex(s) as JSON format</p></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setRegion" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setRegion(s:String):DeIdentificationParams.this.type"></a><a id="setRegion(String):DeIdentification.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$.html
index ca8b1db165..5d11ffb766 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$StringReplacement.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$StringReplacement.html
index 66dbb24d65..60ea293278 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$StringReplacement.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$StringReplacement.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel.html
index c71ff4f60b..e2dfd469ee 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -2998,7 +2998,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.</p><div class="fullcomment"><div class="comment cmt"><p>If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
 The default value is false.
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
+If <a href="DeIdentification.html#combineRegexPatterns:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#combineRegexPatterns">DeIdentification.combineRegexPatterns</a> is true, this value will be invalid.</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel#regexPatternsDictionary" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="param">
       <a id="regexPatternsDictionary:com.johnsnowlabs.nlp.serialization.MapFeature[String,Array[String]]"></a><a id="regexPatternsDictionary:MapFeature[String,Array[String]]"></a>
       <span class="permalink">
@@ -3897,7 +3897,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.</p><div class="fullcomment"><div class="comment cmt"><p>If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
 The default value is false.
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
+If <a href="DeIdentification.html#combineRegexPatterns:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#combineRegexPatterns">DeIdentification.combineRegexPatterns</a> is true, this value will be invalid.</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel#setRegexPatternsDictionary" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="setParam">
       <a id="setRegexPatternsDictionary(value:Map[String,Array[String]]):DeIdentificationModel.this.type"></a><a id="setRegexPatternsDictionary(Map[String,Array[String]]):DeIdentificationModel.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html
index 43fa7eced7..e0d6e1faf7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -1614,7 +1614,7 @@ <h3>Concrete Value Members</h3>
       
       <p class="shortcomment cmt">If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.</p><div class="fullcomment"><div class="comment cmt"><p>If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
 The default value is false.
-</p></div></div>
+If <a href="DeIdentification.html#combineRegexPatterns:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#combineRegexPatterns">DeIdentification.combineRegexPatterns</a> is true, this value will be invalid.</p></div></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#region" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="region:org.apache.spark.ml.param.Param[String]"></a><a id="region:Param[String]"></a>
       <span class="permalink">
@@ -2168,7 +2168,7 @@ <h3>Concrete Value Members</h3>
       
       <p class="shortcomment cmt">If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.</p><div class="fullcomment"><div class="comment cmt"><p>If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
 The default value is false.
-</p></div></div>
+If <a href="DeIdentification.html#combineRegexPatterns:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#combineRegexPatterns">DeIdentification.combineRegexPatterns</a> is true, this value will be invalid.</p></div></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setRegion" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setRegion(s:String):DeIdentificationParams.this.type"></a><a id="setRegion(String):DeIdentificationParams.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DefaultRegex$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DefaultRegex$.html
index 554377537a..e13c57107f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DefaultRegex$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DefaultRegex$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidApproachParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidApproachParams.html
index 38d64779fb..6caf671bd8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidApproachParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidApproachParams.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidModelParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidModelParams.html
index c8acc679f0..f77135e6dc 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidModelParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidModelParams.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder$.html
index 727859ab92..1326ddefe7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder.html
index 9d77d743cf..5d3680376b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Language$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Language$.html
index dc159ee63b..0329e46a52 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Language$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Language$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Language</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Language" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Language" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Language</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Language" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Language" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/MySentnece.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/MySentnece.html
index 6033ee5731..572686d76b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/MySentnece.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/MySentnece.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.MySentnece</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.MySentnece</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscator.html
index 52978331be..e9249427f1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscator.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorApproach.html
index 497f45951a..e96c79153d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorApproach.html
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorParams.html
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Obfuscator$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Obfuscator$.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorApproach$.html
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorApproach.html
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorModel.html
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorParams$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorParams$.html
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+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ObfuscatorParams" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorParams.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ObfuscatorParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ObfuscatorParams" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ReIdentification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ReIdentification.html
index 4546cf8cfa..29b3eeccfe 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReIdentification" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReIdentification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReIdentification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ReadablePretrainedDeId.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ReadablePretrainedDeId.html
index b254967089..098aee59ea 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReadablePretrainedDeId" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReadablePretrainedDeId" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReadablePretrainedDeId" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ReadsFeatures.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ReadsFeatures.html
index 34f93acabc..5abf770201 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReadsFeatures" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReadsFeatures" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Replacer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Replacer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Replacer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Replacer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Replacer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer.html
index 39dcfc685d..d07710ded8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Replacer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Replacer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Replacer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Replacer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Replacer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Replacer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/SentenceMaxException.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/SentenceMaxException.html
index dd6d5a6999..2c18afaf4d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/SentenceMaxException.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/SentenceMaxException.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/StructuredDeidentification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/StructuredDeidentification.html
index 10a990b17a..093634fd8e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/StructuredDeidentification.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/StructuredDeidentification.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/TextToDocumentColumns.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/TextToDocumentColumns.html
index c0bda12cff..5e8579ab99 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/TextToDocumentColumns.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/TextToDocumentColumns.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Age.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Age.html
index 534ba11b6e..9f2500da06 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Age.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Age.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Age</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Age</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ArabicUtils$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ArabicUtils$.html
index 79950f7757..30d39f10a8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ArabicUtils$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ArabicUtils$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Company.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Company.html
index e88b9b304f..df458ac68a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Company.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Company.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Company</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Company</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Contact.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Contact.html
index 286756cc23..7acc91fdb3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Contact.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Contact.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Contact</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Contact</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Addreses$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Addreses$.html
index 8aeabde7c8..b1850c1135 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Addreses$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Addreses$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Cities$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Cities$.html
index 03f6d052e5..f45ee6802a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Cities$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Cities$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html
index 480e341e4c..cd3f745c43 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Emails$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Emails$.html
index cd53142226..71b6bd8e26 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Emails$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Emails$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$FirstName$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$FirstName$.html
index 0a776970a0..e338e51803 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$FirstName$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$FirstName$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Hospitals$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Hospitals$.html
index 59295d2ff2..9f760c4651 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Hospitals$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Hospitals$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Names$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Names$.html
index 95fec0a812..4d384be5e2 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Names$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Names$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Professions$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Professions$.html
index 2c01d35ec1..2bb51f1c32 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Professions$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Professions$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Sex$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Sex$.html
index ba763fbb63..123719a6d2 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Sex$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Sex$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$States$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$States$.html
index fd395c5930..791cd9d680 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$States$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$States$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Streets$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Streets$.html
index 548671af1f..b5d057c68c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Streets$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Streets$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Surnames$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Surnames$.html
index 219a57e244..f5b69fdbc3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Surnames$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Surnames$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html
index 1162ec645b..c9b270878c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$.html
index 9b22d2af85..133ad55a15 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfig$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfig$.html
index 1f1f7dddba..85de835048 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfig$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfig$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfigDefaults$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfigDefaults$.html
index 859c5b2cca..c2609cecef 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfigDefaults$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfigDefaults$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Finance.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Finance.html
index 752d279e18..c3f64e2437 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Finance.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Finance.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Finance</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Finance</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Gender$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Gender$.html
index 9fb9e6fd53..caf1019358 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Gender$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Gender$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Gender</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Gender</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ID.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ID.html
index 0b46ab8976..2f5cb5dffc 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ID.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ID.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ID</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ID</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Legal.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Legal.html
index 0ed3685e3f..3f424d5b8a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Legal.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Legal.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Legal</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Legal</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Location.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Location.html
index b75c4beeb1..fc271fd725 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Location.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Location.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Location</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Location</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Person.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Person.html
index f729145b0b..afa971a9f1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Person.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Person.html
@@ -3,9 +3,9 @@
         <head>
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Person</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Person</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Profession.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Profession.html
index 117ad0bac6..71e80d63e2 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Profession.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Profession.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Profession</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Profession</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/RandomsElements.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/RandomsElements.html
index 801b3e3418..c987997e26 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/RandomsElements.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/RandomsElements.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html
index d4ea3e4303..d4c46fda40 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html
index 2d495610df..cf6b8268e1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/URL.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/URL.html
index db6c22325c..52f2b51cf8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/URL.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/URL.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.URL</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.URL</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/index.html
index 5994ec288e..9160a52cea 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/index.html
index d5f858c940..e8ec5399da 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.deid" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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           <span class="input">
@@ -520,6 +520,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="tokenizer"></a><a id="tokenizer:tokenizer"></a>
@@ -692,7 +708,7 @@ <h3>Type Members</h3>
 <a href="DeidApproachParams.html#setRefFileFormat(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams#setRefFileFormat">DeidApproachParams.setRefFileFormat</a> and <a href="DeidApproachParams.html#setRefSep(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams#setRefSep">DeidApproachParams.setRefSep</a>.</p><pre>Dr. Gregory House#DOCTOR
 <span class="num">01010101</span>#MEDICALRECORD</pre><p>The configuration params for that module are in trait <a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a>.
 </p></div><dl class="attributes block"> <dt>Exceptions thrown</dt><dd><span class="cmt"><p><span class="extype" name="java.security.NoSuchAlgorithmException"><code>java.security.NoSuchAlgorithmException</code></span> If no Provider supports a SecureRandom implementation for specified algorithm name.</p></span></dd><dt>Note</dt><dd><span class="cmt"><p>If the mode is set to obfuscate, the <a href="DeIdentification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification">DeIdentification</a> uses <span class="extype" name="java.security.SecureRandom">java.security.SecureRandom</span> for generating fake data.
-      You can select a generation algorithm by configuring <b>spark.jsl.settings.seed.numberGenerationAlgorithm</b>.
+      You can select a generation algorithm by configuring the system environment variable <b>SPARK_NLP_JSL_SEED_ALGORITHM</b>.
       The chosen algorithm may impact the generation of fake data, performance, and potential blocking issues.
       For information about standard RNG algorithm names, refer to the SecureRandom section in the
       <a href="https://docs.oracle.com/javase/8/docs/technotes/guides/security/StandardNames.html#SecureRandom" target="_blank">Number Generation Algorithm</a>.
@@ -1275,7 +1291,23 @@ <h3>Type Members</h3>
         <div class="values members">
               <h3>Value Members</h3>
               <ol>
-                <li name="com.johnsnowlabs.nlp.annotators.deid#securerandom" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+                <li name="com.johnsnowlabs.nlp.annotators.deid#randomAlgorithm" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="randomAlgorithm:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/index.html#randomAlgorithm:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">randomAlgorithm</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid#securerandom" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
       <a id="securerandom:java.security.SecureRandom"></a><a id="securerandom:SecureRandom"></a>
       <span class="permalink">
       <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/index.html#securerandom:java.security.SecureRandom" title="Permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator$.html
index 32b4e67608..65940b74ce 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator.html
index 10af5ed1c1..0d2d4b3c73 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguatorModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguatorModel$.html
index 87d58a1dff..88842b6536 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguatorModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguatorModel$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguatorModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguatorModel.html
index 3e2f2aa1ed..d03831e0ca 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguatorModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguatorModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadDisambiguator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadDisambiguator.html
index d4b0c8b1c6..a33cf896c4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadDisambiguator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadDisambiguator.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadPretrainedNerDisambiguator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadPretrainedNerDisambiguator.html
index 13d44da006..a8b1394fae 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadPretrainedNerDisambiguator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadPretrainedNerDisambiguator.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/SimpleDisambiguationPipeline.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/SimpleDisambiguationPipeline.html
index 6bc3058ad4..07e3806f46 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/SimpleDisambiguationPipeline.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/SimpleDisambiguationPipeline.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$$Record.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$$Record.html
index 66c0572ed9..675298cbd4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$$Record.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$$Record.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$.html
index 0cfa027476..458788d1c3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html
index 1707c18c14..b8e9eee964 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Disambiguation.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Disambiguation.html
index 1cbdc806dc..c298a17e3f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Disambiguation.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Disambiguation.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguationResult.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguationResult.html
index f48a7ccb03..2bcad139f5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguationResult.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguationResult.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Position.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Position.html
index 2323fdf33e..583c0c599b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Position.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Position.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$RawDisambiguationResult.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$RawDisambiguationResult.html
index 3a589aec97..341de778b9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$RawDisambiguationResult.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$RawDisambiguationResult.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Sentence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Sentence.html
index 35547f4522..0af48e5130 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Sentence.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Sentence.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$SentenceEmbeddingWithType.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$SentenceEmbeddingWithType.html
index 9cdbfaa1e9..3954ff58b3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$SentenceEmbeddingWithType.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$SentenceEmbeddingWithType.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/LinalgAliases$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/LinalgAliases$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/index.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -488,6 +488,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/linalg/package$$ManifoldTopologyBreeze$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/linalg/package$$ManifoldTopologyBreeze$.html
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/AnnotationLogic.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/AnnotationLogic.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.AnnotationLogic" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/KvKnowledgeExtractor.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/KvKnowledgeExtractor.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/Mappings.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/Mappings.html
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/PredictionLogic$Prediction.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/PredictionLogic$Prediction.html
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/PredictionLogic.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/PredictionLogic.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/EmbeddingsExtractor.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/EmbeddingsExtractor.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.EmbeddingsExtractor" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/PoolingLogic.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/PoolingLogic.html
index a8708b090b..89638b2f59 100644
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/BowPoolingExtractor$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/BowPoolingExtractor$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.BowPoolingExtractor" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/BowPoolingExtractor.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/BowPoolingExtractor.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.BowPoolingExtractor" />
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/PoolingLogicBase.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/PoolingLogicBase.html
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/SentenceEmbeddingsExtractor$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/SentenceEmbeddingsExtractor$.html
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.SentenceEmbeddingsExtractor" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/SwitchableEmbeddingsExtractor.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/SwitchableEmbeddingsExtractor.html
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/index.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/index.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/CategoryToDomainMapping$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/CategoryToDomainMapping$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.CategoryToDomainMapping" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/DisambiguatorModelParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/DisambiguatorModelParams.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.DisambiguatorModelParams" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/SwitchableSentenceEmbeddings$$SentenceEmbeddingColumns.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/SwitchableSentenceEmbeddings$$SentenceEmbeddingColumns.html
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/SwitchableSentenceEmbeddings$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/SwitchableSentenceEmbeddings$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.SwitchableSentenceEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/CosineMetrics.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/CosineMetrics.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.CosineMetrics" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/CosineMetricsBreezeImpl.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/CosineMetricsBreezeImpl.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.CosineMetricsBreezeImpl" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/Topology.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/Topology.html
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.Topology</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.Topology" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/Reader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/Reader.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.Reader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.Reader" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/RocksDbReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/RocksDbReader.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/StorageDisambiguatorHelper$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/StorageDisambiguatorHelper$.html
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/StorageLocatorDisambiguator$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/StorageLocatorDisambiguator$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/StorageLocatorDisambiguator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/StorageLocatorDisambiguator.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/index.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/AverageEmbeddings.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/AverageEmbeddings.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/BertSentenceChunkEmbeddings$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/BertSentenceChunkEmbeddings$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/BertSentenceChunkEmbeddings.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/BertSentenceChunkEmbeddings.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/EntityChunkEmbeddings$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/EntityChunkEmbeddings$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/EntityChunkEmbeddings.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/EntityChunkEmbeddings.html
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ExtractiveSummarization.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ExtractiveSummarization.html
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ReadBertSentenceChunksTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ReadBertSentenceChunksTensorflowModel.html
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ReadablePretrainedBertSentenceChunksModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ReadablePretrainedBertSentenceChunksModel.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ReadablePretrainedBertSentenceChunksModel" />
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.ReadablePretrainedEntityChunkEmbeddings</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ReadablePretrainedEntityChunkEmbeddings" />
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -436,6 +436,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierApproach" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierApproach.html
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierModel$.html
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierModel$.html
@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier.GenericClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierModel.html
index 58d3d0016a..187bffbe17 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier.GenericClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier.GenericClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadablePretrainedGenericClassifier.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadablePretrainedGenericClassifier.html
index 9df7ae9074..47980e610a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadablePretrainedGenericClassifier.html
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier.ReadablePretrainedGenericClassifier</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.ReadablePretrainedGenericClassifier" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.ReadablePretrainedGenericClassifier" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier.ReadablePretrainedGenericClassifier</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.ReadablePretrainedGenericClassifier" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.ReadablePretrainedGenericClassifier" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadsGenericClassifierGraph.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadsGenericClassifierGraph.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier.ReadsGenericClassifierGraph</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.ReadsGenericClassifierGraph" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.ReadsGenericClassifierGraph" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier.ReadsGenericClassifierGraph</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.ReadsGenericClassifierGraph" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.ReadsGenericClassifierGraph" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/index.html
index a501470132..225619dc46 100644
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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@@ -424,6 +424,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/index.html
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -405,6 +405,22 @@ <h1>Packages</h1>
       </span>
       
       
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
+      
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel$.html
index 57aa9889d2..96fa8034bd 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel.html
index 76eef1b32c..75c7be8855 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ReadablePretrainedChunkMerge.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ReadablePretrainedChunkMerge.html
index f096a7f077..a24c28fc73 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/index.html
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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@@ -432,6 +432,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableSelectionStrategies$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableSelectionStrategies$.html
index 0e4a16306c..ac07dc5456 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeCommonParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeCommonParams.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeFeatureParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeFeatureParams.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergePrioritizationParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergePrioritizationParams.html
index b752b90a64..e88f3f9552 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeResourceParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeResourceParams.html
index bca2f17a21..513385997f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/index.html
index 2aeb1142a7..b122a49e10 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/IOBTagger$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/IOBTagger$.html
index a414f672fd..994f6bb22b 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/IOBTagger.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/IOBTagger.html
index e52c5e1a7f..3967e3dfd8 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.IOBTagger</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel$.html
index a8020a46a1..09e9ff40e7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel.html
index 00a316e55d..89cdb2ba34 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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@@ -849,6 +849,25 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#doExceptionHandling" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="doExceptionHandling:org.apache.spark.ml.param.BooleanParam"></a><a id="doExceptionHandling:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel.html#doExceptionHandling:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">doExceptionHandling</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">If true, effective batchsize is 1 and exceptions are handled.</p><div class="fullcomment"><div class="comment cmt"><p>If true, effective batchsize is 1 and exceptions are handled.
+If exception causing data is passed to the model, a error annotation is emitted which has the exception message. Processing continues with the next batch.
+This comes with a performance penalty.
+</p></div></div>
     </li><li name="scala.AnyRef#eq" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="eq(x$1:AnyRef):Boolean"></a><a id="eq(AnyRef):Boolean"></a>
       <span class="permalink">
@@ -2419,6 +2438,25 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#setDoExceptionHandling" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setDoExceptionHandling(value:Boolean):MedicalNerModel.this.type"></a><a id="setDoExceptionHandling(Boolean):MedicalNerModel.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel.html#setDoExceptionHandling(value:Boolean):MedicalNerModel.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDoExceptionHandling</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel">MedicalNerModel</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">If true, effective batchsize is 1 and exceptions are handled.</p><div class="fullcomment"><div class="comment cmt"><p>If true, effective batchsize is 1 and exceptions are handled.
+If exception causing data is passed to the model, a error annotation is emitted which has the exception message. Processing continues with the next batch.
+This comes with a performance penalty.
+</p></div></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel#setIncludeAllConfidenceScores" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="setParam">
       <a id="setIncludeAllConfidenceScores(value:Boolean):MedicalNerModel.this.type"></a><a id="setIncludeAllConfidenceScores(Boolean):MedicalNerModel.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NamedEntityConfidence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NamedEntityConfidence.html
index 0440e2788e..31301a3997 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NamedEntityConfidence.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NamedEntityConfidence.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerChunker$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerChunker$.html
index ca8a64b6a9..f2d782d1a9 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerChunker.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerChunker.html
index 57459bb4ac..bc4f010941 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerChunker.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerChunker.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternal.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternal.html
index 093b580323..7678c5ca87 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternal.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternal.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel$.html
index 39cecfbdf4..b15fb2cd9b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel.html
index df50c6dfc9..227da9bdab 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTaggedInternal$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTaggedInternal$.html
index 763c954ddc..895f9be7db 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTaggedInternal$.html
@@ -3,9 +3,9 @@
         <head>
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTagsEncodingInternal$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTagsEncodingInternal$.html
index d8439fd7a5..7e8c371a7a 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTagsEncodingInternal$.html
@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel$.html
index 16d8b2cb8e..4d5c77e362 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadZeroShotNerTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadZeroShotNerTensorflowModel.html
index f546ccfc43..8f78ebef47 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedMedicalNer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedMedicalNer.html
index ff15bc5f0b..4989f85801 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedZeroShotNer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedZeroShotNer.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadsMedicalNerGraph.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadsMedicalNerGraph.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/WithMedicalNerGraphResolver.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/WithMedicalNerGraphResolver.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ZeroShotNerModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ZeroShotNerModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ZeroShotNerModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ZeroShotNerModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/index.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.ner" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -468,6 +468,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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index 6837101284..b61f274d15 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.DateHelper</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.DateHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.DateHelper" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.DateHelper</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.DateHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.DateHelper" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/DateNormalizer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/DateNormalizer.html
index 32c40b4a25..9ddb628a44 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/MyCalendar.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/MyCalendar.html
index d825bfb92c..58b77910bf 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/index.html
index 43819d94c0..d1ada5caf5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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@@ -416,6 +416,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.params.FilteringParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.params.FilteringParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.params.FilteringParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.params.FilteringParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.params.FilteringParams" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/params/SourceTrackingMetadataParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/params/SourceTrackingMetadataParams.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/params/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.params</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.params" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.params</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.params" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.params" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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@@ -412,6 +412,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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index 8d71d272c8..35bea2c1bf 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering$.html
index 162db3d4b8..1bf28e5a27 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/NerQuestionGenerator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/NerQuestionGenerator.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadMedicalQuestionAnsweringModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadMedicalQuestionAnsweringModel.html
index 211282318e..7a936e2513 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadMedicalQuestionAnsweringModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadMedicalQuestionAnsweringModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html
index d36c298ce6..0d618819c7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/index.html
index 95677091ed..56505d00c9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/index.html
@@ -3,9 +3,9 @@
         <head>
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.qa" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.qa" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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           <span class="input">
@@ -424,6 +424,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="tokenizer"></a><a id="tokenizer:tokenizer"></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/BertREConfig.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/BertREConfig.html
index cadff9f2be..83decd8f3d 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.BertREConfig</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.BertREConfig</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/DLRelationInstance.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/DLRelationInstance.html
index 972c209c1e..b868d15ba9 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.DLRelationInstance</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.DLRelationInstance</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/GenericREModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/GenericREModel.html
index 832e5f3e82..bd8dfec483 100644
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.GenericREModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.GenericREModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/PosologyREModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/PosologyREModel.html
index 2cf577fc8c..0ba80b740e 100644
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.PosologyREModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.PosologyREModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REDataEncoder.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REDataEncoder.html
index 2382577306..33ac828ad3 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REDataEncoder.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.REDataEncoder</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REDataEncoder" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REDataEncoder" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.REDataEncoder</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REDataEncoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REDataEncoder" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REFeatureGenerator$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REFeatureGenerator$.html
index 3aa3d2fc41..b00f21c28a 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REFeatureGenerator$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter$.html
index 9b4ee4baaf..6d47512a00 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter.html
index fdfc2c680c..405f9bb3fe 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadRelationExtractionDLModelTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadRelationExtractionDLModelTensorflowModel.html
index f8284f665e..aacee89749 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadRelationExtractionDLModelTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadRelationExtractionDLModelTensorflowModel.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadZeroShotRelationExtractionModel.html
index cea4b6459e..2e7e57faeb 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadZeroShotRelationExtractionModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadZeroShotRelationExtractionModel.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedRelationExtractionDLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedRelationExtractionDLModel.html
index 5a2caa5e7c..dbfe3a0b5a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedRelationExtractionDLModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedRelationExtractionDLModel.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedZeroShotRelationExtractionModel.html
index fb35a7db0f..b8ddeb42c1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedZeroShotRelationExtractionModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationDirection$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationDirection$.html
index 580a6ff2c7..ba1edcabd8 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationDirection</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationDirection</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationEncoding.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationEncoding.html
index 23d0983605..80875db2b9 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationEncoding</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach$.html
index 8eb63e8ead..5b0cbbbd27 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach.html
index aaf5539c08..c4ac02701b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel$.html
index 9d7d2b2076..b3c094002f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel.html
index bfc34205dd..5df9e614c3 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionModel$.html
index e810342335..499c8f96a9 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationInstance.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationInstance.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationInstance" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationInstance</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationInstance" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationInstance" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/index.html
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--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.re" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.re" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.re" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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@@ -476,6 +476,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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index a17074def2..9e7cabb95a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ConfidenceFunction" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ConfidenceFunction</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ConfidenceFunction" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ConfidenceFunction" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/DistanceFunction$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/DistanceFunction$.html
index 79dbd95a8e..f1931695d6 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.DistanceFunction" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.DistanceFunction" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/DistanceResult.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/DistanceResult.html
index abe6250f87..954830e548 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.DistanceResult" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.DistanceResult</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.DistanceResult" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JDataReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JDataReader.html
index 74cb32c540..7995a694a4 100644
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JDataReader" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JDataReader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JDataReader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JDataReader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JDataReader" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeComponent.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeComponent.html
index efc857daad..8cb079dfb1 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeData.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeData.html
index 21cc670a2c..dc9475f64c 100644
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeReader.html
index 110b96a5d9..f04de8fb40 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeReader" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeWriter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeWriter.html
index 79010c93a4..8a1737823a 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/PoolingStrategy$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/PoolingStrategy$.html
index 32a5b65ba9..77d5e944cb 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ReadablePretrainedSentenceEntityResolver.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ReadablePretrainedSentenceEntityResolver.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/Resolution2Chunk$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/Resolution2Chunk$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/Resolution2Chunk.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/Resolution2Chunk.html
index cfbae9eea7..0b40f3e43b 100644
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger$.html
index 0771018544..fadf1cbcef 100644
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger.html
index aa2bd9f0ca..fdded57479 100644
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverApproach.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverModel$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverModel.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/TreeData.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/TreeData.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.TreeData" />
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution" />
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@@ -28,7 +28,7 @@
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@@ -496,6 +496,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/params/SentenceResolverParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/params/SentenceResolverParams.html
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.params" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.util.StringFunctions" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StructFeature_HadoopFix$BoolToOption.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StructFeature_HadoopFix$BoolToOption.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.util.StructFeature HadoopFix.BoolToOption" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StructFeature_HadoopFix$ToLocalPath.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StructFeature_HadoopFix$ToLocalPath.html
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StructFeature_HadoopFix.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StructFeature_HadoopFix.html
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@@ -28,7 +28,7 @@
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalEncoderDecoder.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalEncoderDecoder.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer$.html
index 5dfe383168..6f29fa6d05 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer.html
index db86666c9f..a58a9db609 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator$.html
index eac3c94f2b..7201f64921 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator.html
index 8524377d29..4e56ea2aeb 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ModelTypes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ModelTypes$.html
index 284c41e8c5..bde50e11f3 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalEncoderDecoderModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalEncoderDecoderModel.html
index fa9ee38460..ede2ba77bd 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalEncoderDecoderModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalEncoderDecoderModel.html
@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalMedicalTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalMedicalTextGenerator.html
index a56043b428..1765745984 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalMedicalTextGenerator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalMedicalTextGenerator.html
@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalText2SQLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalText2SQLModel.html
index c475e7df09..7e13c44bc9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalText2SQLModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalText2SQLModel.html
@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalSummarizerModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalSummarizerModel.html
index a027d030ee..494df69991 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalSummarizerModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalTextGenerator.html
index 239d112e9a..5ba9d0057e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalTextGenerator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalTextGenerator.html
@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedText2SQLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedText2SQLModel.html
index 123e4ef932..215ba5d582 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedText2SQLModel.html
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+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/Text2SQL$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/Text2SQL$.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/Text2SQL.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/Text2SQL.html
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
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+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
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+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams" />
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+          <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
+          
+      
+      <link href="../../../../../lib/index.css" media="screen" type="text/css" rel="stylesheet" />
+      <link href="../../../../../lib/template.css" media="screen" type="text/css" rel="stylesheet" />
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+      <div id="search">
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <div id="textfilter">
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+      <div id="content-scroll-container" style="-webkit-overflow-scrolling: touch;">
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+      <a id="_root_"></a><a id="root:_root_"></a>
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+        <a title="" href="../../../../../index.html"><span class="name">root</span></a>
+      </span>
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../../../index.html" class="extype" name="_root_">root</a></dd></dl></div>
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+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../../index.html" class="extype" name="com">com</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp" visbl="pub" class="indented3 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="nlp"></a><a id="nlp:nlp"></a>
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+    </li><li name="com.johnsnowlabs.nlp.annotators" visbl="pub" class="indented4 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+        <a title="" href="../index.html"><span class="name">annotators</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../index.html" class="extype" name="com.johnsnowlabs.nlp">nlp</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
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+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
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+      <span class="symbol">
+        <a title="" href="index.html"><span class="name">splitter</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li class="current-entities indented5">
+                        <span class="separator"></span>
+                        <a class="trait" href="" title="A trait that contains all the params that InternalDocumentSplitter has."></a>
+                        <a href="" title="A trait that contains all the params that InternalDocumentSplitter has.">DocumentSplitterParams</a>
+                      </li><li class="current-entities indented5">
+                        <span class="separator"></span>
+                        <a class="class" href="Entity.html" title=""></a>
+                        <a href="Entity.html" title="">Entity</a>
+                      </li><li class="current-entities indented5">
+                        <a class="object" href="InternalDocumentSplitter$.html" title="This is the companion object of InternalDocumentSplitter."></a>
+                        <a class="class" href="InternalDocumentSplitter.html" title="Annotator which splits large documents into small documents."></a>
+                        <a href="InternalDocumentSplitter.html" title="Annotator which splits large documents into small documents.">InternalDocumentSplitter</a>
+                      </li>
+              </ul>
+            </div>
+          </div>
+          <div id="content">
+            <body class="trait type">
+      <div id="definition">
+        <div class="big-circle trait">t</div>
+        <p id="owner"><a href="../../../../index.html" class="extype" name="com">com</a>.<a href="../../../index.html" class="extype" name="com.johnsnowlabs">johnsnowlabs</a>.<a href="../../index.html" class="extype" name="com.johnsnowlabs.nlp">nlp</a>.<a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a>.<a href="index.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter">splitter</a></p>
+        <h1>DocumentSplitterParams<span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span></h1>
+        <h3><span class="morelinks"></span></h3>
+      </div>
+
+      <h4 id="signature" class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">trait</span>
+      </span>
+      <span class="symbol">
+        <span class="name">DocumentSplitterParams</span><span class="result"> extends <span class="extype" name="org.apache.spark.ml.param.Params">Params</span></span>
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+      </h4>
+
+      
+          <div id="comment" class="fullcommenttop"><div class="comment cmt"><p> A trait that contains all the params that <a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> has.</p></div><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p><a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a></p></span></dd></dl><div class="toggleContainer block">
+          <span class="toggle">
+            Linear Supertypes
+          </span>
+          <div class="superTypes hiddenContent"><span class="extype" name="org.apache.spark.ml.param.Params">Params</span>, <span class="extype" name="scala.Serializable">Serializable</span>, <span class="extype" name="java.io.Serializable">Serializable</span>, <span class="extype" name="org.apache.spark.ml.util.Identifiable">Identifiable</span>, <span class="extype" name="scala.AnyRef">AnyRef</span>, <span class="extype" name="scala.Any">Any</span></div>
+        </div><div class="toggleContainer block">
+            <span class="toggle">
+              Known Subclasses
+            </span>
+            <div class="subClasses hiddenContent"><a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a></div>
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+        
+
+      <div id="mbrsel">
+        <div class="toggle"></div>
+        <div id="memberfilter">
+          <i class="material-icons arrow"></i>
+          <span class="input">
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+          </span>
+          <i class="clear material-icons"></i>
+        </div>
+        <div id="filterby">
+          <div id="order">
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+            <ol>
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+                  </ol>
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+              <ol>
+                <li class="hideall out"><span>Hide All</span></li>
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+
+      <div id="template">
+        <div id="allMembers">
+        
+
+        
+
+        <div class="values members">
+              <h3>Abstract Value Members</h3>
+              <ol><li name="org.apache.spark.ml.param.Params#copy" visbl="pub" class="indented0 " data-isabs="true" fullComment="yes" group="Ungrouped">
+      <a id="copy(extra:org.apache.spark.ml.param.ParamMap):org.apache.spark.ml.param.Params"></a><a id="copy(ParamMap):Params"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#copy(extra:org.apache.spark.ml.param.ParamMap):org.apache.spark.ml.param.Params" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">copy</span><span class="params">(<span name="extra">extra: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Params">Params</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.util.Identifiable#uid" visbl="pub" class="indented0 " data-isabs="true" fullComment="yes" group="Ungrouped">
+      <a id="uid:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#uid:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">uid</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Identifiable</dd></dl></div>
+    </li></ol>
+            </div>
+
+        <div class="values members">
+              <h3>Concrete Value Members</h3>
+              <ol>
+                <li name="scala.AnyRef#!=" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="!=(x$1:Any):Boolean"></a><a id="!=(Any):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#!=(x$1:Any):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $bang$eq" class="name">!=</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef###" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="##():Int"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html###():Int" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $hash$hash" class="name">##</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#$" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="$[T](param:org.apache.spark.ml.param.Param[T]):T"></a><a id="$[T](Param[T]):T"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#$[T](param:org.apache.spark.ml.param.Param[T]):T" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">$</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.$.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Params.$.T">T</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="scala.AnyRef#==" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="==(x$1:Any):Boolean"></a><a id="==(Any):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#==(x$1:Any):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $eq$eq" class="name">==</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.Any#asInstanceOf" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="asInstanceOf[T0]:T0"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#asInstanceOf[T0]:T0" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">asInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Any.asInstanceOf.T0">T0</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#caseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="param">
+      <a id="caseSensitive:org.apache.spark.ml.param.BooleanParam"></a><a id="caseSensitive:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#caseSensitive:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">caseSensitive</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Whether to use case sensitive when matching regex (Default: false)
+</p>
+    </li><li name="org.apache.spark.ml.param.Params#clear" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="clear(param:org.apache.spark.ml.param.Param[_]):Params.this.type"></a><a id="clear(Param[_]):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#clear(param:org.apache.spark.ml.param.Param[_]):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">clear</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="scala.AnyRef#clone" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="clone():Object"></a><a id="clone():AnyRef"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#clone():Object" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">clone</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.AnyRef">AnyRef</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<span class="extype" name="java.lang">lang</span>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.CloneNotSupportedException]">...</span>
+    </span>)</span>
+              
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#copyValues" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="copyValues[T&lt;:org.apache.spark.ml.param.Params](to:T,extra:org.apache.spark.ml.param.ParamMap):T"></a><a id="copyValues[T&lt;:Params](T,ParamMap):T"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#copyValues[T&lt;:org.apache.spark.ml.param.Params](to:T,extra:org.apache.spark.ml.param.ParamMap):T" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">copyValues</span><span class="tparams">[<span name="T">T &lt;: <span class="extype" name="org.apache.spark.ml.param.Params">Params</span></span>]</span><span class="params">(<span name="to">to: <span class="extype" name="org.apache.spark.ml.param.Params.copyValues.T">T</span></span>, <span name="extra">extra: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Params.copyValues.T">T</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#customBoundsStrategy" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="param">
+      <a id="customBoundsStrategy:org.apache.spark.ml.param.Param[String]"></a><a id="customBoundsStrategy:Param[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#customBoundsStrategy:org.apache.spark.ml.param.Param[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">customBoundsStrategy</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets the custom bounds strategy for text parsing using regular expressions.</p>
+    </li><li name="org.apache.spark.ml.param.Params#defaultCopy" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="defaultCopy[T&lt;:org.apache.spark.ml.param.Params](extra:org.apache.spark.ml.param.ParamMap):T"></a><a id="defaultCopy[T&lt;:Params](ParamMap):T"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#defaultCopy[T&lt;:org.apache.spark.ml.param.Params](extra:org.apache.spark.ml.param.ParamMap):T" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">defaultCopy</span><span class="tparams">[<span name="T">T &lt;: <span class="extype" name="org.apache.spark.ml.param.Params">Params</span></span>]</span><span class="params">(<span name="extra">extra: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Params.defaultCopy.T">T</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="scala.AnyRef#eq" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="eq(x$1:AnyRef):Boolean"></a><a id="eq(AnyRef):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#eq(x$1:AnyRef):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">eq</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#equals" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="equals(x$1:Any):Boolean"></a><a id="equals(Any):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#equals(x$1:Any):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">equals</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#explainParam" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="explainParam(param:org.apache.spark.ml.param.Param[_]):String"></a><a id="explainParam(Param[_]):String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#explainParam(param:org.apache.spark.ml.param.Param[_]):String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">explainParam</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]</span>)</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#explainParams" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="explainParams():String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#explainParams():String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">explainParams</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#extractParamMap" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="extractParamMap():org.apache.spark.ml.param.ParamMap"></a><a id="extractParamMap():ParamMap"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#extractParamMap():org.apache.spark.ml.param.ParamMap" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">extractParamMap</span><span class="params">()</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#extractParamMap" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="extractParamMap(extra:org.apache.spark.ml.param.ParamMap):org.apache.spark.ml.param.ParamMap"></a><a id="extractParamMap(ParamMap):ParamMap"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#extractParamMap(extra:org.apache.spark.ml.param.ParamMap):org.apache.spark.ml.param.ParamMap" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">extractParamMap</span><span class="params">(<span name="extra">extra: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="scala.AnyRef#finalize" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="finalize():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#finalize():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">finalize</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<span class="extype" name="java.lang">lang</span>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="symbol">classOf[java.lang.Throwable]</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#get" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="get[T](param:org.apache.spark.ml.param.Param[T]):Option[T]"></a><a id="get[T](Param[T]):Option[T]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#get[T](param:org.apache.spark.ml.param.Param[T]):Option[T]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">get</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.get.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="org.apache.spark.ml.param.Params.get.T">T</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="getParam">
+      <a id="getCaseSensitive:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getCaseSensitive:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getCaseSensitive</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets whether to use case sensitive when matching values (Default: false)
+</p>
+    </li><li name="scala.AnyRef#getClass" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getClass():Class[_]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getClass():Class[_]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getClass</span><span class="params">()</span><span class="result">: <span class="extype" name="java.lang.Class">Class</span>[_]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getCustomBoundsStrategy" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="getParam">
+      <a id="getCustomBoundsStrategy:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getCustomBoundsStrategy:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getCustomBoundsStrategy</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="#customBoundsStrategy:org.apache.spark.ml.param.Param[String]" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#customBoundsStrategy">customBoundsStrategy</a> param
+</p>
+    </li><li name="org.apache.spark.ml.param.Params#getDefault" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getDefault[T](param:org.apache.spark.ml.param.Param[T]):Option[T]"></a><a id="getDefault[T](Param[T]):Option[T]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getDefault[T](param:org.apache.spark.ml.param.Param[T]):Option[T]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.getDefault.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="org.apache.spark.ml.param.Params.getDefault.T">T</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getMaxLength" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="getParam">
+      <a id="getMaxLength:Int"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getMaxLength:Int" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getMaxLength</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="#maxLength:org.apache.spark.ml.param.IntParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength">maxLength</a> param
+</p>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getMetaDataFields" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="getParam">
+      <a id="getMetaDataFields:Array[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getMetaDataFields:Array[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getMetaDataFields</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="#metaDataFields:org.apache.spark.ml.param.StringArrayParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#metaDataFields">metaDataFields</a> param
+</p>
+    </li><li name="org.apache.spark.ml.param.Params#getOrDefault" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getOrDefault[T](param:org.apache.spark.ml.param.Param[T]):T"></a><a id="getOrDefault[T](Param[T]):T"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getOrDefault[T](param:org.apache.spark.ml.param.Param[T]):T" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getOrDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.getOrDefault.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Params.getOrDefault.T">T</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#getParam" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getParam(paramName:String):org.apache.spark.ml.param.Param[Any]"></a><a id="getParam(String):Param[Any]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getParam(paramName:String):org.apache.spark.ml.param.Param[Any]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getParam</span><span class="params">(<span name="paramName">paramName: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Any">Any</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getSentenceAwareness" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="getParam">
+      <a id="getSentenceAwareness:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getSentenceAwareness:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getSentenceAwareness</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="#sentenceAwareness:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#sentenceAwareness">sentenceAwareness</a> param
+</p>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getSplitMode" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="getParam">
+      <a id="getSplitMode:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#getSplitMode:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getSplitMode</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="#splitMode:org.apache.spark.ml.param.Param[String]" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#splitMode">splitMode</a> param
+</p>
+    </li><li name="org.apache.spark.ml.param.Params#hasDefault" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hasDefault[T](param:org.apache.spark.ml.param.Param[T]):Boolean"></a><a id="hasDefault[T](Param[T]):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#hasDefault[T](param:org.apache.spark.ml.param.Param[T]):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hasDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.hasDefault.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#hasParam" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hasParam(paramName:String):Boolean"></a><a id="hasParam(String):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#hasParam(paramName:String):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hasParam</span><span class="params">(<span name="paramName">paramName: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="scala.AnyRef#hashCode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hashCode():Int"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#hashCode():Int" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hashCode</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#isDefined" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isDefined(param:org.apache.spark.ml.param.Param[_]):Boolean"></a><a id="isDefined(Param[_]):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#isDefined(param:org.apache.spark.ml.param.Param[_]):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isDefined</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]</span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="scala.Any#isInstanceOf" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#isInstanceOf[T0]:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#isSet" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isSet(param:org.apache.spark.ml.param.Param[_]):Boolean"></a><a id="isSet(Param[_]):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#isSet(param:org.apache.spark.ml.param.Param[_]):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isSet</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]</span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="param">
+      <a id="maxLength:org.apache.spark.ml.param.IntParam"></a><a id="maxLength:IntParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#maxLength:org.apache.spark.ml.param.IntParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">maxLength</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.IntParam">IntParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">The maximum length for text parsing based on the specified mode.</p>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#metaDataFields" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="metaDataFields:org.apache.spark.ml.param.StringArrayParam"></a><a id="metaDataFields:StringArrayParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#metaDataFields:org.apache.spark.ml.param.StringArrayParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">metaDataFields</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.StringArrayParam">StringArrayParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Metadata fields to add specified data in columns to the metadata of the split documents.</p><div class="fullcomment"><div class="comment cmt"><p>Metadata fields to add specified data in columns to the metadata of the split documents.
+You should set column names to read columns.
+Default: <span class="extype" name="Array.empty">Array.empty</span>
+</p></div></div>
+    </li><li name="scala.AnyRef#ne" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="ne(x$1:AnyRef):Boolean"></a><a id="ne(AnyRef):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#ne(x$1:AnyRef):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">ne</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notify" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notify():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#notify():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notify</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#notifyAll" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notifyAll():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#notifyAll():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notifyAll</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#params" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="params:Array[org.apache.spark.ml.param.Param[_]]"></a><a id="params:Array[Param[_]]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#params:Array[org.apache.spark.ml.param.Param[_]]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">lazy val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">params</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#sentenceAwareness" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="sentenceAwareness:org.apache.spark.ml.param.BooleanParam"></a><a id="sentenceAwareness:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#sentenceAwareness:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">sentenceAwareness</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Whether to split document by sentence awareness if possible.</p><div class="fullcomment"><div class="comment cmt"><p>Whether to split document by sentence awareness if possible.
+If true, it can stop the split process before <a href="#maxLength:org.apache.spark.ml.param.IntParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength">maxLength</a>.
+If true, You should supply sentences from inputCols. Default: false.
+</p></div></div>
+    </li><li name="org.apache.spark.ml.param.Params#set" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set(paramPair:org.apache.spark.ml.param.ParamPair[_]):Params.this.type"></a><a id="set(ParamPair[_]):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#set(paramPair:org.apache.spark.ml.param.ParamPair[_]):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="params">(<span name="paramPair">paramPair: <span class="extype" name="org.apache.spark.ml.param.ParamPair">ParamPair</span>[_]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#set" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set(param:String,value:Any):Params.this.type"></a><a id="set(String,Any):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#set(param:String,value:Any):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="params">(<span name="param">param: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="value">value: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#set" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set[T](param:org.apache.spark.ml.param.Param[T],value:T):Params.this.type"></a><a id="set[T](Param[T],T):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#set[T](param:org.apache.spark.ml.param.Param[T],value:T):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.set.T">T</span>]</span>, <span name="value">value: <span class="extype" name="org.apache.spark.ml.param.Params.set.T">T</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="setParam">
+      <a id="setCaseSensitive(value:Boolean):DocumentSplitterParams.this.type"></a><a id="setCaseSensitive(Boolean):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#setCaseSensitive(value:Boolean):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setCaseSensitive</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Whether to use case sensitive when matching regex (Default: false)
+</p>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setCustomBoundsStrategy" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setCustomBoundsStrategy(value:String):DocumentSplitterParams.this.type"></a><a id="setCustomBoundsStrategy(String):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#setCustomBoundsStrategy(value:String):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setCustomBoundsStrategy</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets the custom bounds strategy for text parsing using regular expressions.</p><div class="fullcomment"><div class="comment cmt"><p>Sets the custom bounds strategy for text parsing using regular expressions.
+</p></div><dl class="paramcmts block"><dt class="param">value</dt><dd class="cmt"><p>The custom bounds strategy to be set. It should be one of the following values:</p><ul><li>&quot;none&quot;: No custom bounds are applied.</li><li>&quot;prepend&quot;: Custom bounds are prepended to the split documents.</li><li>&quot;append&quot;: Custom bounds are appended to the split documents.</li></ul></dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#setDefault" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setDefault(paramPairs:org.apache.spark.ml.param.ParamPair[_]*):Params.this.type"></a><a id="setDefault(ParamPair[_]*):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#setDefault(paramPairs:org.apache.spark.ml.param.ParamPair[_]*):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDefault</span><span class="params">(<span name="paramPairs">paramPairs: <span class="extype" name="org.apache.spark.ml.param.ParamPair">ParamPair</span>[_]*</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#setDefault" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setDefault[T](param:org.apache.spark.ml.param.Param[T],value:T):Params.this.type"></a><a id="setDefault[T](Param[T],T):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#setDefault[T](param:org.apache.spark.ml.param.Param[T],value:T):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.setDefault.T">T</span>]</span>, <span name="value">value: <span class="extype" name="org.apache.spark.ml.param.Params.setDefault.T">T</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setMaxLength" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="setParam">
+      <a id="setMaxLength(value:Int):DocumentSplitterParams.this.type"></a><a id="setMaxLength(Int):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#setMaxLength(value:Int):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setMaxLength</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets the maximum length for text parsing based on the specified mode.</p>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setMetaDataFields" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setMetaDataFields(value:Array[String]):DocumentSplitterParams.this.type"></a><a id="setMetaDataFields(Array[String]):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#setMetaDataFields(value:Array[String]):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setMetaDataFields</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets metadata fields to add specified data in columns to the metadata of the split documents.</p><div class="fullcomment"><div class="comment cmt"><p>Sets metadata fields to add specified data in columns to the metadata of the split documents.
+You should set column names to read columns.
+Default: <span class="extype" name="Array.empty">Array.empty</span>
+</p></div></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setSentenceAwareness" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setSentenceAwareness(value:Boolean):DocumentSplitterParams.this.type"></a><a id="setSentenceAwareness(Boolean):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#setSentenceAwareness(value:Boolean):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setSentenceAwareness</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets whether to split document by sentence awareness if possible.</p><div class="fullcomment"><div class="comment cmt"><p>Sets whether to split document by sentence awareness if possible.
+If true, it can stop the split process before <a href="#maxLength:org.apache.spark.ml.param.IntParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength">maxLength</a>.
+If true, You should supply sentences from inputCols. Default: false.
+</p></div></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setSplitMode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setSplitMode(value:String):DocumentSplitterParams.this.type"></a><a id="setSplitMode(String):DocumentSplitterParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#setSplitMode(value:String):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setSplitMode</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets the split mode to determine how text should be segmented.</p><div class="fullcomment"><div class="comment cmt"><p>Sets the split mode to determine how text should be segmented. Default: 'regex'
+</p></div><dl class="paramcmts block"><dt class="param">value</dt><dd class="cmt"><p>The split mode to be set. It should be one of the following values:</p><ul><li>&quot;char&quot;: Split text based on individual characters.</li><li>&quot;token&quot;: Split text based on tokens. You should supply tokens from inputCols.</li><li>&quot;sentence&quot;: Split text based on sentences. You should supply sentences from inputCols.</li><li>&quot;recursive&quot;: Split text recursively using a specific algorithm.</li><li>&quot;regex&quot;: Split text based on a regular expression pattern.</li></ul></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#splitMode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="splitMode:org.apache.spark.ml.param.Param[String]"></a><a id="splitMode:Param[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#splitMode:org.apache.spark.ml.param.Param[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">splitMode</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">The split mode to determine how text should be segmented.</p><div class="fullcomment"><div class="comment cmt"><p>The split mode to determine how text should be segmented. Default: 'regex'
+</p></div></div>
+    </li><li name="scala.AnyRef#synchronized" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="synchronized[T0](x$1:=&gt;T0):T0"></a><a id="synchronized[T0](⇒T0):T0"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#synchronized[T0](x$1:=&gt;T0):T0" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">synchronized</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="params">(<span name="arg0">arg0: ⇒ <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>)</span><span class="result">: <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="org.apache.spark.ml.util.Identifiable#toString" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="toString():String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#toString():String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">toString</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Identifiable → AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#wait():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait(x$1:Long,x$2:Int):Unit"></a><a id="wait(Long,Int):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html#wait(x$1:Long,x$2:Int):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
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+    </li><li name="scala.AnyRef#wait" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+        <span class="name">wait</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Long">Long</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
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+      <span class="symbol">
+        <span title="gt4s: $hash$hash" class="name">##</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
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+      <span class="symbol">
+        <span title="gt4s: $eq$eq" class="name">==</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
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+        <span class="name">wait</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
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+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../index.html"><span class="name">annotators</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../index.html" class="extype" name="com.johnsnowlabs.nlp">nlp</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
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+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
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+      <span class="symbol">
+        <a title="" href="index.html"><span class="name">splitter</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li class="current-entities indented5">
+                        <span class="separator"></span>
+                        <a class="trait" href="DocumentSplitterParams.html" title="A trait that contains all the params that InternalDocumentSplitter has."></a>
+                        <a href="DocumentSplitterParams.html" title="A trait that contains all the params that InternalDocumentSplitter has.">DocumentSplitterParams</a>
+                      </li><li class="current-entities indented5">
+                        <span class="separator"></span>
+                        <a class="class" href="Entity.html" title=""></a>
+                        <a href="Entity.html" title="">Entity</a>
+                      </li><li class="current-entities indented5">
+                        <a class="object" href="" title="This is the companion object of InternalDocumentSplitter."></a>
+                        <a class="class" href="InternalDocumentSplitter.html" title="Annotator which splits large documents into small documents."></a>
+                        <a href="InternalDocumentSplitter.html" title="Annotator which splits large documents into small documents.">InternalDocumentSplitter</a>
+                      </li>
+              </ul>
+            </div>
+          </div>
+          <div id="content">
+            <body class="object value">
+      <div id="definition">
+        <a href="InternalDocumentSplitter.html" title="See companion class"><div class="big-circle object-companion-class">o</div></a>
+        <p id="owner"><a href="../../../../index.html" class="extype" name="com">com</a>.<a href="../../../index.html" class="extype" name="com.johnsnowlabs">johnsnowlabs</a>.<a href="../../index.html" class="extype" name="com.johnsnowlabs.nlp">nlp</a>.<a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a>.<a href="index.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter">splitter</a></p>
+        <h1><a href="InternalDocumentSplitter.html" title="See companion class">InternalDocumentSplitter</a><span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span></h1>
+        <h3><span class="morelinks"><div>
+            Companion <a href="InternalDocumentSplitter.html" title="See companion class">class InternalDocumentSplitter</a>
+          </div></span></h3>
+      </div>
+
+      <h4 id="signature" class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">object</span>
+      </span>
+      <span class="symbol">
+        <span class="name">InternalDocumentSplitter</span><span class="result"> extends <span class="extype" name="org.apache.spark.ml.util.DefaultParamsReadable">DefaultParamsReadable</span>[<a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>] with <span class="extype" name="scala.Serializable">Serializable</span></span>
+      </span>
+      </h4>
+
+      
+          <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>This is the companion object of <a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>. Please refer to that class for the
+documentation.
+</p></div><div class="toggleContainer block">
+          <span class="toggle">
+            Linear Supertypes
+          </span>
+          <div class="superTypes hiddenContent"><span class="extype" name="scala.Serializable">Serializable</span>, <span class="extype" name="java.io.Serializable">Serializable</span>, <span class="extype" name="org.apache.spark.ml.util.DefaultParamsReadable">DefaultParamsReadable</span>[<a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>], <span class="extype" name="org.apache.spark.ml.util.MLReadable">MLReadable</span>[<a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>], <span class="extype" name="scala.AnyRef">AnyRef</span>, <span class="extype" name="scala.Any">Any</span></div>
+        </div></div>
+        
+
+      <div id="mbrsel">
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+            <span class="filtertype">Ordering</span>
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+          </div>
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+                  <span class="filtertype">Inherited<br />
+                  </span>
+                  <ol id="linearization">
+                    <li class="in" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter"><span>InternalDocumentSplitter</span></li><li class="in" name="scala.Serializable"><span>Serializable</span></li><li class="in" name="java.io.Serializable"><span>Serializable</span></li><li class="in" name="org.apache.spark.ml.util.DefaultParamsReadable"><span>DefaultParamsReadable</span></li><li class="in" name="org.apache.spark.ml.util.MLReadable"><span>MLReadable</span></li><li class="in" name="scala.AnyRef"><span>AnyRef</span></li><li class="in" name="scala.Any"><span>Any</span></li>
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+                </div><div class="ancestors">
+              <span class="filtertype"></span>
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+        <div id="allMembers">
+        
+
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+
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+
+        <div class="values members">
+              <h3>Value Members</h3>
+              <ol>
+                <li name="scala.AnyRef#!=" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="!=(x$1:Any):Boolean"></a><a id="!=(Any):Boolean"></a>
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+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $bang$eq" class="name">!=</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef###" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $hash$hash" class="name">##</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#==" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="==(x$1:Any):Boolean"></a><a id="==(Any):Boolean"></a>
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+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $eq$eq" class="name">==</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.Any#asInstanceOf" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="asInstanceOf[T0]:T0"></a>
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+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">asInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Any.asInstanceOf.T0">T0</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef#clone" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="clone():Object"></a><a id="clone():AnyRef"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#clone():Object" title="Permalink">
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+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">clone</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.AnyRef">AnyRef</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<span class="extype" name="java.lang">lang</span>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.CloneNotSupportedException]">...</span>
+    </span>)</span>
+              
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#eq" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="eq(x$1:AnyRef):Boolean"></a><a id="eq(AnyRef):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#eq(x$1:AnyRef):Boolean" title="Permalink">
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+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">eq</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#equals" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="equals(x$1:Any):Boolean"></a><a id="equals(Any):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#equals(x$1:Any):Boolean" title="Permalink">
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+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">equals</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#finalize" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="finalize():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#finalize():Unit" title="Permalink">
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+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">finalize</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<span class="extype" name="java.lang">lang</span>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="symbol">classOf[java.lang.Throwable]</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#getClass" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getClass():Class[_]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#getClass():Class[_]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getClass</span><span class="params">()</span><span class="result">: <span class="extype" name="java.lang.Class">Class</span>[_]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#hashCode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hashCode():Int"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#hashCode():Int" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hashCode</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.Any#isInstanceOf" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#isInstanceOf[T0]:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="org.apache.spark.ml.util.MLReadable#load" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="load(path:String):T"></a><a id="load(String):InternalDocumentSplitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#load(path:String):T" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">load</span><span class="params">(<span name="path">path: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>MLReadable</dd><dt>Annotations</dt><dd>
+                <span class="name">@Since</span><span class="args">(<span>
+      
+      <span class="symbol">&quot;1.6.0&quot;</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#ne" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="ne(x$1:AnyRef):Boolean"></a><a id="ne(AnyRef):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#ne(x$1:AnyRef):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">ne</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notify" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notify():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#notify():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notify</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#notifyAll" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notifyAll():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html#notifyAll():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notifyAll</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.spark.ml.util.DefaultParamsReadable#read" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="read:org.apache.spark.ml.util.MLReader[T]"></a><a id="read:MLReader[InternalDocumentSplitter]"></a>
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+              <h3>Inherited from <span class="extype" name="scala.Serializable">Serializable</span></h3>
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+              <h3>Inherited from <span class="extype" name="java.io.Serializable">Serializable</span></h3>
+            </div><div class="parent" name="org.apache.spark.ml.util.DefaultParamsReadable">
+              <h3>Inherited from <span class="extype" name="org.apache.spark.ml.util.DefaultParamsReadable">DefaultParamsReadable</span>[<a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>]</h3>
+            </div><div class="parent" name="org.apache.spark.ml.util.MLReadable">
+              <h3>Inherited from <span class="extype" name="org.apache.spark.ml.util.MLReadable">MLReadable</span>[<a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>]</h3>
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+    </li><li class="current-entities indented5">
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+                        <a class="trait" href="DocumentSplitterParams.html" title="A trait that contains all the params that InternalDocumentSplitter has."></a>
+                        <a href="DocumentSplitterParams.html" title="A trait that contains all the params that InternalDocumentSplitter has.">DocumentSplitterParams</a>
+                      </li><li class="current-entities indented5">
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+                        <a class="object" href="InternalDocumentSplitter$.html" title="This is the companion object of InternalDocumentSplitter."></a>
+                        <a class="class" href="" title="Annotator which splits large documents into small documents."></a>
+                        <a href="" title="Annotator which splits large documents into small documents.">InternalDocumentSplitter</a>
+                      </li>
+              </ul>
+            </div>
+          </div>
+          <div id="content">
+            <body class="class type">
+      <div id="definition">
+        <a href="InternalDocumentSplitter$.html" title="See companion object"><div class="big-circle class-companion-object">c</div></a>
+        <p id="owner"><a href="../../../../index.html" class="extype" name="com">com</a>.<a href="../../../index.html" class="extype" name="com.johnsnowlabs">johnsnowlabs</a>.<a href="../../index.html" class="extype" name="com.johnsnowlabs.nlp">nlp</a>.<a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a>.<a href="index.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter">splitter</a></p>
+        <h1><a href="InternalDocumentSplitter$.html" title="See companion object">InternalDocumentSplitter</a><span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html" title="Permalink">
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+        <h3><span class="morelinks"><div>
+            Companion <a href="InternalDocumentSplitter$.html" title="See companion object">object InternalDocumentSplitter</a>
+          </div></span></h3>
+      </div>
+
+      <h4 id="signature" class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">class</span>
+      </span>
+      <span class="symbol">
+        <span class="name">InternalDocumentSplitter</span><span class="result"> extends <span class="extype" name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter">DocumentCharacterTextSplitter</span> with <a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a> with <span class="extype" name="com.johnsnowlabs.license.CheckLicense">CheckLicense</span></span>
+      </span>
+      </h4>
+
+      
+          <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>Annotator which splits large documents into small documents.</p><p>InternalDocumentSplitter has <a href="#setSplitMode(value:String):DocumentSplitterParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setSplitMode">setSplitMode</a> method to decide how to split documents.</p><p>If splitMode is <i>recursive</i>, It takes the separators in order and
+splits subtexts if they are over the chunk length, considering optional overlap of the chunks.
+For example, given chunk size 20 and overlap 5:</p><pre>He was, I take it, the most perfect reasoning and observing machine that the world has seen.
+
+[<span class="lit">"He was, I take it,"</span>, <span class="lit">"it, the most"</span>, <span class="lit">"most perfect"</span>, <span class="lit">"reasoning and"</span>, <span class="lit">"and observing"</span>, <span class="lit">"machine that the"</span>, <span class="lit">"the world has seen."</span>]</pre><p>Additionally, you can set</p><ul><li>custom patterns with <a href="#setSplitPatterns(value:Array[String]):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setSplitPatterns">setSplitPatterns</a></li><li>whether patterns should be interpreted as regex with <a href="#setPatternsAreRegex(value:Boolean):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setPatternsAreRegex">setPatternsAreRegex</a></li><li>whether to keep the separators with <a href="#setKeepSeparators(value:Boolean):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setKeepSeparators">setKeepSeparators</a></li><li>whether to trim whitespaces with <a href="#setTrimWhitespace(value:Boolean):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setTrimWhitespace">setTrimWhitespace</a></li><li>whether to explode the splits to individual rows with <a href="#setExplodeSplits(value:Boolean):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setExplodeSplits">setExplodeSplits</a></li></ul><h4>Example</h4><pre><span class="kw">val</span> textDF =
+  spark.read
+    .option(<span class="lit">"wholetext"</span>, <span class="lit">"true"</span>)
+    .text(<span class="lit">"src/test/resources/spell/sherlockholmes.txt"</span>)
+    .toDF(<span class="lit">"text"</span>)
+
+<span class="kw">val</span> documentAssembler = <span class="kw">new</span> DocumentAssembler().setInputCol(<span class="lit">"text"</span>)
+<span class="kw">val</span> textSplitter = <span class="kw">new</span> InternalDocumentSplitter()
+  .setInputCols(<span class="lit">"document"</span>)
+  .setOutputCol(<span class="lit">"splits"</span>)
+  .setSplitMode(<span class="lit">"recursive"</span>)
+  .setChunkSize(<span class="num">20000</span>)
+  .setChunkOverlap(<span class="num">200</span>)
+  .setExplodeSplits(<span class="kw">true</span>)
+
+<span class="kw">val</span> pipeline = <span class="kw">new</span> Pipeline().setStages(<span class="std">Array</span>(documentAssembler, textSplitter))
+<span class="kw">val</span> result = pipeline.fit(textDF).transform(textDF)
+
+result
+  .selectExpr(
+    <span class="lit">"splits.result"</span>,
+    <span class="lit">"splits[0].begin"</span>,
+    <span class="lit">"splits[0].end"</span>,
+    <span class="lit">"splits[0].end - splits[0].begin as length"</span>)
+  .show(<span class="num">8</span>, truncate = <span class="num">80</span>)
++--------------------------------------------------------------------------------+---------------+-------------+------+
+|                                                                          result|splits[<span class="num">0</span>].begin|splits[<span class="num">0</span>].end|length|
++--------------------------------------------------------------------------------+---------------+-------------+------+
+|[ Project Gutenberg's The Adventures of Sherlock Holmes, by Arthur Conan Doyl...|              <span class="num">0</span>|        <span class="num">19994</span>| <span class="num">19994</span>|
+|[<span class="lit">"And Mademoiselle's address?"</span> he asked.\n\n<span class="lit">"Is Briony Lodge, Serpentine Aven...|          19798|        39395| 19597|
+|["</span>How did that help you?<span class="lit">"\n\n"</span>It was all-important. When a woman thinks that ...|          <span class="num">39371</span>|        <span class="num">59242</span>| <span class="num">19871</span>|
+|[<span class="lit">"'But,' said I, 'there would be millions of red-headed men who\nwould apply....|          59166|        77833| 18667|
+|[My friend was an enthusiastic musician, being himself not only a\nvery capab...|          77835|        97769| 19934|
+|["</span>And yet I am not convinced of it,<span class="lit">" I answered. "</span>The cases which\ncome to li...|          <span class="num">97771</span>|       <span class="num">117248</span>| <span class="num">19477</span>|
+|[<span class="lit">"Well, she had a slate-coloured, broad-brimmed straw hat, with a\nfeather of...|         117250|       137242| 19992|
+|["</span>That sounds a little paradoxical.<span class="lit">"\n\n"</span>But it is profoundly <span class="kw">true</span>. Singulari...|         <span class="num">137244</span>|       <span class="num">157171</span>| <span class="num">19927</span>|
++--------------------------------------------------------------------------------+---------------+-------------+------+</pre></div><div class="toggleContainer block">
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+              <ol><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#&lt;init&gt;" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
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+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>AnnotatorModel</dd></dl></div>
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+
+        <div class="values members">
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+      </a>
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+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
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+      <span class="symbol">
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+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
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+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
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+      <span class="symbol">
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+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#$$[T](feature:com.johnsnowlabs.nlp.serialization.SetFeature[T]):Set[T]" title="Permalink">
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+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
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+      <span class="symbol">
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+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
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+      <span class="symbol">
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+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#==(x$1:Any):Boolean" title="Permalink">
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+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
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+      <a id="_transform(dataset:org.apache.spark.sql.Dataset[_],recursivePipeline:Option[org.apache.spark.ml.PipelineModel]):org.apache.spark.sql.DataFrame"></a><a id="_transform(Dataset[_],Option[PipelineModel]):DataFrame"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#_transform(dataset:org.apache.spark.sql.Dataset[_],recursivePipeline:Option[org.apache.spark.ml.PipelineModel]):org.apache.spark.sql.DataFrame" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">_transform</span><span class="params">(<span name="dataset">dataset: <span class="extype" name="org.apache.spark.sql.Dataset">Dataset</span>[_]</span>, <span name="recursivePipeline">recursivePipeline: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="org.apache.spark.ml.PipelineModel">PipelineModel</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.DataFrame">DataFrame</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>AnnotatorModel</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#afterAnnotate" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="afterAnnotate(dataset:org.apache.spark.sql.DataFrame):org.apache.spark.sql.DataFrame"></a><a id="afterAnnotate(DataFrame):DataFrame"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#afterAnnotate(dataset:org.apache.spark.sql.DataFrame):org.apache.spark.sql.DataFrame" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">afterAnnotate</span><span class="params">(<span name="dataset">dataset: <span class="extype" name="org.apache.spark.sql.DataFrame">DataFrame</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.DataFrame">DataFrame</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> → DocumentCharacterTextSplitter → AnnotatorModel</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#annotate" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="annotate(annotations:Seq[com.johnsnowlabs.nlp.Annotation]):Seq[com.johnsnowlabs.nlp.Annotation]"></a><a id="annotate(Seq[Annotation]):Seq[Annotation]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#annotate(annotations:Seq[com.johnsnowlabs.nlp.Annotation]):Seq[com.johnsnowlabs.nlp.Annotation]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">annotate</span><span class="params">(<span name="annotations">annotations: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> → DocumentCharacterTextSplitter → HasSimpleAnnotate</dd></dl></div>
+    </li><li name="scala.Any#asInstanceOf" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="asInstanceOf[T0]:T0"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#asInstanceOf[T0]:T0" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">asInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Any.asInstanceOf.T0">T0</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.AnnotatorModel#beforeAnnotate" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="beforeAnnotate(dataset:org.apache.spark.sql.Dataset[_]):org.apache.spark.sql.Dataset[_]"></a><a id="beforeAnnotate(Dataset[_]):Dataset[_]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#beforeAnnotate(dataset:org.apache.spark.sql.Dataset[_]):org.apache.spark.sql.Dataset[_]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">beforeAnnotate</span><span class="params">(<span name="dataset">dataset: <span class="extype" name="org.apache.spark.sql.Dataset">Dataset</span>[_]</span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.Dataset">Dataset</span>[_]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>AnnotatorModel</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#caseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="caseSensitive:org.apache.spark.ml.param.BooleanParam"></a><a id="caseSensitive:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#caseSensitive:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">caseSensitive</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Whether to use case sensitive when matching regex (Default: false)
+</p><div class="fullcomment"><div class="comment cmt"><p>Whether to use case sensitive when matching regex (Default: false)
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasInputAnnotationCols#checkSchema" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="checkSchema(schema:org.apache.spark.sql.types.StructType,inputAnnotatorType:String):Boolean"></a><a id="checkSchema(StructType,String):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#checkSchema(schema:org.apache.spark.sql.types.StructType,inputAnnotatorType:String):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">checkSchema</span><span class="params">(<span name="schema">schema: <span class="extype" name="org.apache.spark.sql.types.StructType">StructType</span></span>, <span name="inputAnnotatorType">inputAnnotatorType: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasInputAnnotationCols</dd></dl></div>
+    </li><li name="com.johnsnowlabs.license.CheckLicense#checkValidEnvironment" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="checkValidEnvironment(spark:Option[org.apache.spark.sql.SparkSession],scopes:Option[Seq[String]]):Unit"></a><a id="checkValidEnvironment(Option[SparkSession],Option[Seq[String]]):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#checkValidEnvironment(spark:Option[org.apache.spark.sql.SparkSession],scopes:Option[Seq[String]]):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">checkValidEnvironment</span><span class="params">(<span name="spark">spark: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="org.apache.spark.sql.SparkSession">SparkSession</span>]</span>, <span name="scopes">scopes: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="scala.Predef.String">String</span>]]</span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>CheckLicense</dd></dl></div>
+    </li><li name="com.johnsnowlabs.license.CheckLicense#checkValidScope" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="checkValidScope(scope:String):Unit"></a><a id="checkValidScope(String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#checkValidScope(scope:String):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">checkValidScope</span><span class="params">(<span name="scope">scope: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>CheckLicense</dd></dl></div>
+    </li><li name="com.johnsnowlabs.license.CheckLicense#checkValidScopeAndEnvironment" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="checkValidScopeAndEnvironment(scope:String,spark:Option[org.apache.spark.sql.SparkSession],checkLp:Boolean):Unit"></a><a id="checkValidScopeAndEnvironment(String,Option[SparkSession],Boolean):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#checkValidScopeAndEnvironment(scope:String,spark:Option[org.apache.spark.sql.SparkSession],checkLp:Boolean):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">checkValidScopeAndEnvironment</span><span class="params">(<span name="scope">scope: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="spark">spark: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="org.apache.spark.sql.SparkSession">SparkSession</span>]</span>, <span name="checkLp">checkLp: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>CheckLicense</dd></dl></div>
+    </li><li name="com.johnsnowlabs.license.CheckLicense#checkValidScopesAndEnvironment" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="checkValidScopesAndEnvironment(scopes:Seq[String],spark:Option[org.apache.spark.sql.SparkSession],checkLp:Boolean):Unit"></a><a id="checkValidScopesAndEnvironment(Seq[String],Option[SparkSession],Boolean):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#checkValidScopesAndEnvironment(scopes:Seq[String],spark:Option[org.apache.spark.sql.SparkSession],checkLp:Boolean):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">checkValidScopesAndEnvironment</span><span class="params">(<span name="scopes">scopes: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>, <span name="spark">spark: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="org.apache.spark.sql.SparkSession">SparkSession</span>]</span>, <span name="checkLp">checkLp: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>CheckLicense</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#chunkOverlap" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="chunkOverlap:org.apache.spark.ml.param.IntParam"></a><a id="chunkOverlap:IntParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#chunkOverlap:org.apache.spark.ml.param.IntParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">chunkOverlap</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.IntParam">IntParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#chunkSize" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="chunkSize:org.apache.spark.ml.param.IntParam"></a><a id="chunkSize:IntParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#chunkSize:org.apache.spark.ml.param.IntParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">chunkSize</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.IntParam">IntParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#clear" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="clear(param:org.apache.spark.ml.param.Param[_]):Params.this.type"></a><a id="clear(Param[_]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#clear(param:org.apache.spark.ml.param.Param[_]):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">clear</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="scala.AnyRef#clone" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="clone():Object"></a><a id="clone():AnyRef"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#clone():Object" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">clone</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.AnyRef">AnyRef</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<span class="extype" name="java.lang">lang</span>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.CloneNotSupportedException]">...</span>
+    </span>)</span>
+              
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.RawAnnotator#copy" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="copy(extra:org.apache.spark.ml.param.ParamMap):M"></a><a id="copy(ParamMap):DocumentCharacterTextSplitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#copy(extra:org.apache.spark.ml.param.ParamMap):M" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">copy</span><span class="params">(<span name="extra">extra: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter">DocumentCharacterTextSplitter</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>RawAnnotator → Model → Transformer → PipelineStage → Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#copyValues" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="copyValues[T&lt;:org.apache.spark.ml.param.Params](to:T,extra:org.apache.spark.ml.param.ParamMap):T"></a><a id="copyValues[T&lt;:Params](T,ParamMap):T"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#copyValues[T&lt;:org.apache.spark.ml.param.Params](to:T,extra:org.apache.spark.ml.param.ParamMap):T" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">copyValues</span><span class="tparams">[<span name="T">T &lt;: <span class="extype" name="org.apache.spark.ml.param.Params">Params</span></span>]</span><span class="params">(<span name="to">to: <span class="extype" name="org.apache.spark.ml.param.Params.copyValues.T">T</span></span>, <span name="extra">extra: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Params.copyValues.T">T</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#customBoundsStrategy" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="customBoundsStrategy:org.apache.spark.ml.param.Param[String]"></a><a id="customBoundsStrategy:Param[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#customBoundsStrategy:org.apache.spark.ml.param.Param[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">customBoundsStrategy</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets the custom bounds strategy for text parsing using regular expressions.</p><div class="fullcomment"><div class="comment cmt"><p>Sets the custom bounds strategy for text parsing using regular expressions.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#defaultCopy" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="defaultCopy[T&lt;:org.apache.spark.ml.param.Params](extra:org.apache.spark.ml.param.ParamMap):T"></a><a id="defaultCopy[T&lt;:Params](ParamMap):T"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#defaultCopy[T&lt;:org.apache.spark.ml.param.Params](extra:org.apache.spark.ml.param.ParamMap):T" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">defaultCopy</span><span class="tparams">[<span name="T">T &lt;: <span class="extype" name="org.apache.spark.ml.param.Params">Params</span></span>]</span><span class="params">(<span name="extra">extra: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Params.defaultCopy.T">T</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasSimpleAnnotate#dfAnnotate" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="dfAnnotate:org.apache.spark.sql.expressions.UserDefinedFunction"></a><a id="dfAnnotate:UserDefinedFunction"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#dfAnnotate:org.apache.spark.sql.expressions.UserDefinedFunction" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">dfAnnotate</span><span class="result">: <span class="extype" name="org.apache.spark.sql.expressions.UserDefinedFunction">UserDefinedFunction</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasSimpleAnnotate</dd></dl></div>
+    </li><li name="scala.AnyRef#eq" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="eq(x$1:AnyRef):Boolean"></a><a id="eq(AnyRef):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#eq(x$1:AnyRef):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">eq</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#equals" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="equals(x$1:Any):Boolean"></a><a id="equals(Any):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#equals(x$1:Any):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">equals</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#explainParam" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="explainParam(param:org.apache.spark.ml.param.Param[_]):String"></a><a id="explainParam(Param[_]):String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#explainParam(param:org.apache.spark.ml.param.Param[_]):String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">explainParam</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]</span>)</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#explainParams" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="explainParams():String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#explainParams():String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">explainParams</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#explodeSplits" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="explodeSplits:org.apache.spark.ml.param.BooleanParam"></a><a id="explodeSplits:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#explodeSplits:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">explodeSplits</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.RawAnnotator#extraValidate" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="extraValidate(structType:org.apache.spark.sql.types.StructType):Boolean"></a><a id="extraValidate(StructType):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#extraValidate(structType:org.apache.spark.sql.types.StructType):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">extraValidate</span><span class="params">(<span name="structType">structType: <span class="extype" name="org.apache.spark.sql.types.StructType">StructType</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>RawAnnotator</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.RawAnnotator#extraValidateMsg" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="extraValidateMsg:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#extraValidateMsg:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">extraValidateMsg</span><span class="result">: <span class="extype" name="java.lang.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>RawAnnotator</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#extractParamMap" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="extractParamMap():org.apache.spark.ml.param.ParamMap"></a><a id="extractParamMap():ParamMap"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#extractParamMap():org.apache.spark.ml.param.ParamMap" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">extractParamMap</span><span class="params">()</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#extractParamMap" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="extractParamMap(extra:org.apache.spark.ml.param.ParamMap):org.apache.spark.ml.param.ParamMap"></a><a id="extractParamMap(ParamMap):ParamMap"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#extractParamMap(extra:org.apache.spark.ml.param.ParamMap):org.apache.spark.ml.param.ParamMap" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">extractParamMap</span><span class="params">(<span name="extra">extra: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#features" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="features:scala.collection.mutable.ArrayBuffer[com.johnsnowlabs.nlp.serialization.Feature[_,_,_]]"></a><a id="features:ArrayBuffer[Feature[_,_,_]]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#features:scala.collection.mutable.ArrayBuffer[com.johnsnowlabs.nlp.serialization.Feature[_,_,_]]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">features</span><span class="result">: <span class="extype" name="scala.collection.mutable.ArrayBuffer">ArrayBuffer</span>[<span class="extype" name="com.johnsnowlabs.nlp.serialization.Feature">Feature</span>[_, _, _]]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="scala.AnyRef#finalize" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="finalize():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#finalize():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">finalize</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<span class="extype" name="java.lang">lang</span>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="symbol">classOf[java.lang.Throwable]</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#get" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="get[T](feature:com.johnsnowlabs.nlp.serialization.StructFeature[T]):Option[T]"></a><a id="get[T](StructFeature[T]):Option[T]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#get[T](feature:com.johnsnowlabs.nlp.serialization.StructFeature[T]):Option[T]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">get</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.StructFeature">StructFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.T">T</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#get" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="get[K,V](feature:com.johnsnowlabs.nlp.serialization.MapFeature[K,V]):Option[Map[K,V]]"></a><a id="get[K,V](MapFeature[K,V]):Option[Map[K,V]]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#get[K,V](feature:com.johnsnowlabs.nlp.serialization.MapFeature[K,V]):Option[Map[K,V]]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">get</span><span class="tparams">[<span name="K">K</span>, <span name="V">V</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.MapFeature">MapFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.K">K</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.V">V</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.K">K</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.V">V</span>]]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#get" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="get[T](feature:com.johnsnowlabs.nlp.serialization.SetFeature[T]):Option[Set[T]]"></a><a id="get[T](SetFeature[T]):Option[Set[T]]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#get[T](feature:com.johnsnowlabs.nlp.serialization.SetFeature[T]):Option[Set[T]]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">get</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.SetFeature">SetFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Predef.Set">Set</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.T">T</span>]]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#get" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="get[T](feature:com.johnsnowlabs.nlp.serialization.ArrayFeature[T]):Option[Array[T]]"></a><a id="get[T](ArrayFeature[T]):Option[Array[T]]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#get[T](feature:com.johnsnowlabs.nlp.serialization.ArrayFeature[T]):Option[Array[T]]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">get</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.ArrayFeature">ArrayFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Array">Array</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.get.T">T</span>]]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#get" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="get[T](param:org.apache.spark.ml.param.Param[T]):Option[T]"></a><a id="get[T](Param[T]):Option[T]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#get[T](param:org.apache.spark.ml.param.Param[T]):Option[T]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">get</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.get.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="org.apache.spark.ml.param.Params.get.T">T</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getCaseSensitive:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getCaseSensitive:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getCaseSensitive</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets whether to use case sensitive when matching values (Default: false)
+</p><div class="fullcomment"><div class="comment cmt"><p>Gets whether to use case sensitive when matching values (Default: false)
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#getChunkOverlap" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getChunkOverlap:Int"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getChunkOverlap:Int" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getChunkOverlap</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#getChunkSize" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getChunkSize:Int"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getChunkSize:Int" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getChunkSize</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="scala.AnyRef#getClass" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getClass():Class[_]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getClass():Class[_]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getClass</span><span class="params">()</span><span class="result">: <span class="extype" name="java.lang.Class">Class</span>[_]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getCustomBoundsStrategy" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getCustomBoundsStrategy:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getCustomBoundsStrategy:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getCustomBoundsStrategy</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="DocumentSplitterParams.html#customBoundsStrategy:org.apache.spark.ml.param.Param[String]" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#customBoundsStrategy">customBoundsStrategy</a> param
+</p><div class="fullcomment"><div class="comment cmt"><p>Gets <a href="DocumentSplitterParams.html#customBoundsStrategy:org.apache.spark.ml.param.Param[String]" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#customBoundsStrategy">customBoundsStrategy</a> param
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#getDefault" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getDefault[T](param:org.apache.spark.ml.param.Param[T]):Option[T]"></a><a id="getDefault[T](Param[T]):Option[T]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getDefault[T](param:org.apache.spark.ml.param.Param[T]):Option[T]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.getDefault.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="org.apache.spark.ml.param.Params.getDefault.T">T</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#getExplodeSplits" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getExplodeSplits:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getExplodeSplits:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getExplodeSplits</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasInputAnnotationCols#getInputCols" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getInputCols:Array[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getInputCols:Array[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getInputCols</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasInputAnnotationCols</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#getKeepSeparators" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getKeepSeparators:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getKeepSeparators:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getKeepSeparators</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.CanBeLazy#getLazyAnnotator" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getLazyAnnotator:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getLazyAnnotator:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getLazyAnnotator</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>CanBeLazy</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getMaxLength" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getMaxLength:Int"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getMaxLength:Int" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getMaxLength</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="DocumentSplitterParams.html#maxLength:org.apache.spark.ml.param.IntParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength">maxLength</a> param
+</p><div class="fullcomment"><div class="comment cmt"><p>Gets <a href="DocumentSplitterParams.html#maxLength:org.apache.spark.ml.param.IntParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength">maxLength</a> param
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getMetaDataFields" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getMetaDataFields:Array[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getMetaDataFields:Array[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getMetaDataFields</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="DocumentSplitterParams.html#metaDataFields:org.apache.spark.ml.param.StringArrayParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#metaDataFields">metaDataFields</a> param
+</p><div class="fullcomment"><div class="comment cmt"><p>Gets <a href="DocumentSplitterParams.html#metaDataFields:org.apache.spark.ml.param.StringArrayParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#metaDataFields">metaDataFields</a> param
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#getOrDefault" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getOrDefault[T](param:org.apache.spark.ml.param.Param[T]):T"></a><a id="getOrDefault[T](Param[T]):T"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getOrDefault[T](param:org.apache.spark.ml.param.Param[T]):T" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getOrDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.getOrDefault.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Params.getOrDefault.T">T</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasOutputAnnotationCol#getOutputCol" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getOutputCol:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getOutputCol:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getOutputCol</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasOutputAnnotationCol</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#getParam" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getParam(paramName:String):org.apache.spark.ml.param.Param[Any]"></a><a id="getParam(String):Param[Any]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getParam(paramName:String):org.apache.spark.ml.param.Param[Any]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getParam</span><span class="params">(<span name="paramName">paramName: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Any">Any</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#getPatternsAreRegex" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getPatternsAreRegex:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getPatternsAreRegex:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getPatternsAreRegex</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getSentenceAwareness" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getSentenceAwareness:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getSentenceAwareness:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getSentenceAwareness</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="DocumentSplitterParams.html#sentenceAwareness:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#sentenceAwareness">sentenceAwareness</a> param
+</p><div class="fullcomment"><div class="comment cmt"><p>Gets <a href="DocumentSplitterParams.html#sentenceAwareness:org.apache.spark.ml.param.BooleanParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#sentenceAwareness">sentenceAwareness</a> param
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#getSplitMode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getSplitMode:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getSplitMode:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getSplitMode</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="DocumentSplitterParams.html#splitMode:org.apache.spark.ml.param.Param[String]" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#splitMode">splitMode</a> param
+</p><div class="fullcomment"><div class="comment cmt"><p>Gets <a href="DocumentSplitterParams.html#splitMode:org.apache.spark.ml.param.Param[String]" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#splitMode">splitMode</a> param
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#getSplitPatterns" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getSplitPatterns:Array[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getSplitPatterns:Array[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getSplitPatterns</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">Gets <a href="#splitPatterns:org.apache.spark.ml.param.StringArrayParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#splitPatterns">splitPatterns</a> param
+</p><div class="fullcomment"><div class="comment cmt"><p>Gets <a href="#splitPatterns:org.apache.spark.ml.param.StringArrayParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#splitPatterns">splitPatterns</a> param
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> → DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#getTrimWhitespace" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getTrimWhitespace:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#getTrimWhitespace:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getTrimWhitespace</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#handleMetaDataFields" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="handleMetaDataFields(df:org.apache.spark.sql.DataFrame,outputCol:String,columnNames:Array[String]):org.apache.spark.sql.DataFrame"></a><a id="handleMetaDataFields(DataFrame,String,Array[String]):DataFrame"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#handleMetaDataFields(df:org.apache.spark.sql.DataFrame,outputCol:String,columnNames:Array[String]):org.apache.spark.sql.DataFrame" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">handleMetaDataFields</span><span class="params">(<span name="df">df: <span class="extype" name="org.apache.spark.sql.DataFrame">DataFrame</span></span>, <span name="outputCol">outputCol: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="columnNames">columnNames: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.DataFrame">DataFrame</span></span>
+      </span>
+      
+      
+    </li><li name="org.apache.spark.ml.param.Params#hasDefault" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hasDefault[T](param:org.apache.spark.ml.param.Param[T]):Boolean"></a><a id="hasDefault[T](Param[T]):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#hasDefault[T](param:org.apache.spark.ml.param.Param[T]):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hasDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.hasDefault.T">T</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#hasParam" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hasParam(paramName:String):Boolean"></a><a id="hasParam(String):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#hasParam(paramName:String):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hasParam</span><span class="params">(<span name="paramName">paramName: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.Model#hasParent" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hasParent:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#hasParent:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hasParent</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Model</dd></dl></div>
+    </li><li name="scala.AnyRef#hashCode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hashCode():Int"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#hashCode():Int" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hashCode</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#initializeLogIfNecessary" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="initializeLogIfNecessary(isInterpreter:Boolean,silent:Boolean):Boolean"></a><a id="initializeLogIfNecessary(Boolean,Boolean):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#initializeLogIfNecessary(isInterpreter:Boolean,silent:Boolean):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">initializeLogIfNecessary</span><span class="params">(<span name="isInterpreter">isInterpreter: <span class="extype" name="scala.Boolean">Boolean</span></span>, <span name="silent">silent: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#initializeLogIfNecessary" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="initializeLogIfNecessary(isInterpreter:Boolean):Unit"></a><a id="initializeLogIfNecessary(Boolean):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#initializeLogIfNecessary(isInterpreter:Boolean):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">initializeLogIfNecessary</span><span class="params">(<span name="isInterpreter">isInterpreter: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#inputAnnotatorTypes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="inputAnnotatorTypes:Array[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#inputAnnotatorTypes:Array[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">inputAnnotatorTypes</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> → DocumentCharacterTextSplitter → HasInputAnnotationCols</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasInputAnnotationCols#inputCols" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="inputCols:org.apache.spark.ml.param.StringArrayParam"></a><a id="inputCols:StringArrayParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#inputCols:org.apache.spark.ml.param.StringArrayParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">inputCols</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.StringArrayParam">StringArrayParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasInputAnnotationCols</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#isDefined" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isDefined(param:org.apache.spark.ml.param.Param[_]):Boolean"></a><a id="isDefined(Param[_]):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#isDefined(param:org.apache.spark.ml.param.Param[_]):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isDefined</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]</span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="scala.Any#isInstanceOf" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#isInstanceOf[T0]:Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#isSet" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isSet(param:org.apache.spark.ml.param.Param[_]):Boolean"></a><a id="isSet(Param[_]):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#isSet(param:org.apache.spark.ml.param.Param[_]):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isSet</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]</span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#isTraceEnabled" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isTraceEnabled():Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#isTraceEnabled():Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isTraceEnabled</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#keepSeparators" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="keepSeparators:org.apache.spark.ml.param.BooleanParam"></a><a id="keepSeparators:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#keepSeparators:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">keepSeparators</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.CanBeLazy#lazyAnnotator" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="lazyAnnotator:org.apache.spark.ml.param.BooleanParam"></a><a id="lazyAnnotator:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#lazyAnnotator:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">lazyAnnotator</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>CanBeLazy</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#log" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="log:org.slf4j.Logger"></a><a id="log:Logger"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#log:org.slf4j.Logger" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">log</span><span class="result">: <span class="extype" name="org.slf4j.Logger">Logger</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logDebug" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logDebug(msg:=&gt;String,throwable:Throwable):Unit"></a><a id="logDebug(⇒String,Throwable):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logDebug(msg:=&gt;String,throwable:Throwable):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logDebug</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>, <span name="throwable">throwable: <span class="extype" name="scala.Throwable">Throwable</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logDebug" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logDebug(msg:=&gt;String):Unit"></a><a id="logDebug(⇒String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logDebug(msg:=&gt;String):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logDebug</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logError" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logError(msg:=&gt;String,throwable:Throwable):Unit"></a><a id="logError(⇒String,Throwable):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logError(msg:=&gt;String,throwable:Throwable):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logError</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>, <span name="throwable">throwable: <span class="extype" name="scala.Throwable">Throwable</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logError" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logError(msg:=&gt;String):Unit"></a><a id="logError(⇒String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logError(msg:=&gt;String):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logError</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logInfo" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logInfo(msg:=&gt;String,throwable:Throwable):Unit"></a><a id="logInfo(⇒String,Throwable):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logInfo(msg:=&gt;String,throwable:Throwable):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logInfo</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>, <span name="throwable">throwable: <span class="extype" name="scala.Throwable">Throwable</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logInfo" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logInfo(msg:=&gt;String):Unit"></a><a id="logInfo(⇒String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logInfo(msg:=&gt;String):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logInfo</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logName" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logName:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logName:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logName</span><span class="result">: <span class="extype" name="java.lang.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logTrace" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logTrace(msg:=&gt;String,throwable:Throwable):Unit"></a><a id="logTrace(⇒String,Throwable):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logTrace(msg:=&gt;String,throwable:Throwable):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logTrace</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>, <span name="throwable">throwable: <span class="extype" name="scala.Throwable">Throwable</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logTrace" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logTrace(msg:=&gt;String):Unit"></a><a id="logTrace(⇒String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logTrace(msg:=&gt;String):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logTrace</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logWarning" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logWarning(msg:=&gt;String,throwable:Throwable):Unit"></a><a id="logWarning(⇒String,Throwable):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logWarning(msg:=&gt;String,throwable:Throwable):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logWarning</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>, <span name="throwable">throwable: <span class="extype" name="scala.Throwable">Throwable</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="org.apache.spark.internal.Logging#logWarning" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="logWarning(msg:=&gt;String):Unit"></a><a id="logWarning(⇒String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#logWarning(msg:=&gt;String):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">logWarning</span><span class="params">(<span name="msg">msg: ⇒ <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Logging</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="maxLength:org.apache.spark.ml.param.IntParam"></a><a id="maxLength:IntParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#maxLength:org.apache.spark.ml.param.IntParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">maxLength</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.IntParam">IntParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">The maximum length for text parsing based on the specified mode.</p><div class="fullcomment"><div class="comment cmt"><p>The maximum length for text parsing based on the specified mode.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#metaDataFields" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="metaDataFields:org.apache.spark.ml.param.StringArrayParam"></a><a id="metaDataFields:StringArrayParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#metaDataFields:org.apache.spark.ml.param.StringArrayParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">metaDataFields</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.StringArrayParam">StringArrayParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Metadata fields to add specified data in columns to the metadata of the split documents.</p><div class="fullcomment"><div class="comment cmt"><p>Metadata fields to add specified data in columns to the metadata of the split documents.
+You should set column names to read columns.
+Default: <span class="extype" name="Array.empty">Array.empty</span>
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasInputAnnotationCols#msgHelper" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="msgHelper(schema:org.apache.spark.sql.types.StructType):String"></a><a id="msgHelper(StructType):String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#msgHelper(schema:org.apache.spark.sql.types.StructType):String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">msgHelper</span><span class="params">(<span name="schema">schema: <span class="extype" name="org.apache.spark.sql.types.StructType">StructType</span></span>)</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasInputAnnotationCols</dd></dl></div>
+    </li><li name="scala.AnyRef#ne" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="ne(x$1:AnyRef):Boolean"></a><a id="ne(AnyRef):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#ne(x$1:AnyRef):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">ne</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notify" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notify():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#notify():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notify</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#notifyAll" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notifyAll():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#notifyAll():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notifyAll</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.ParamsAndFeaturesWritable#onWrite" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="onWrite(path:String,spark:org.apache.spark.sql.SparkSession):Unit"></a><a id="onWrite(String,SparkSession):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#onWrite(path:String,spark:org.apache.spark.sql.SparkSession):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">onWrite</span><span class="params">(<span name="path">path: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="spark">spark: <span class="extype" name="org.apache.spark.sql.SparkSession">SparkSession</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>ParamsAndFeaturesWritable</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#optionalInputAnnotatorTypes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="optionalInputAnnotatorTypes:Array[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#optionalInputAnnotatorTypes:Array[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">optionalInputAnnotatorTypes</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> → HasInputAnnotationCols</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#outputAnnotatorType" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="outputAnnotatorType:InternalDocumentSplitter.this.AnnotatorType"></a><a id="outputAnnotatorType:AnnotatorType"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#outputAnnotatorType:InternalDocumentSplitter.this.AnnotatorType" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">outputAnnotatorType</span><span class="result">: <a href="#AnnotatorType=String" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter.AnnotatorType">AnnotatorType</a></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> → DocumentCharacterTextSplitter → HasOutputAnnotatorType</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasOutputAnnotationCol#outputCol" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="outputCol:org.apache.spark.ml.param.Param[String]"></a><a id="outputCol:Param[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#outputCol:org.apache.spark.ml.param.Param[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">outputCol</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasOutputAnnotationCol</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#params" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="params:Array[org.apache.spark.ml.param.Param[_]]"></a><a id="params:Array[Param[_]]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#params:Array[org.apache.spark.ml.param.Param[_]]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">lazy val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">params</span><span class="result">: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[_]]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.Model#parent" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="parent:org.apache.spark.ml.Estimator[M]"></a><a id="parent:Estimator[DocumentCharacterTextSplitter]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#parent:org.apache.spark.ml.Estimator[M]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">var</span>
+      </span>
+      <span class="symbol">
+        <span class="name">parent</span><span class="result">: <span class="extype" name="org.apache.spark.ml.Estimator">Estimator</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter">DocumentCharacterTextSplitter</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Model</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#patternsAreRegex" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="patternsAreRegex:org.apache.spark.ml.param.BooleanParam"></a><a id="patternsAreRegex:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#patternsAreRegex:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">patternsAreRegex</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="org.apache.spark.ml.util.MLWritable#save" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="save(path:String):Unit"></a><a id="save(String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#save(path:String):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">save</span><span class="params">(<span name="path">path: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>MLWritable</dd><dt>Annotations</dt><dd>
+                <span class="name">@Since</span><span class="args">(<span>
+      
+      <span class="symbol">&quot;1.6.0&quot;</span>
+    </span>)</span>
+              
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="&quot;If the input path already exists but overwrite is not enabled.&quot;">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#sentenceAwareness" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="sentenceAwareness:org.apache.spark.ml.param.BooleanParam"></a><a id="sentenceAwareness:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#sentenceAwareness:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">sentenceAwareness</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Whether to split document by sentence awareness if possible.</p><div class="fullcomment"><div class="comment cmt"><p>Whether to split document by sentence awareness if possible.
+If true, it can stop the split process before <a href="DocumentSplitterParams.html#maxLength:org.apache.spark.ml.param.IntParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength">maxLength</a>.
+If true, You should supply sentences from inputCols. Default: false.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#set" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set[T](feature:com.johnsnowlabs.nlp.serialization.StructFeature[T],value:T):HasFeatures.this.type"></a><a id="set[T](StructFeature[T],T):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#set[T](feature:com.johnsnowlabs.nlp.serialization.StructFeature[T],value:T):HasFeatures.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.StructFeature">StructFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.T">T</span>]</span>, <span name="value">value: <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.T">T</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#set" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set[K,V](feature:com.johnsnowlabs.nlp.serialization.MapFeature[K,V],value:Map[K,V]):HasFeatures.this.type"></a><a id="set[K,V](MapFeature[K,V],Map[K,V]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#set[K,V](feature:com.johnsnowlabs.nlp.serialization.MapFeature[K,V],value:Map[K,V]):HasFeatures.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="tparams">[<span name="K">K</span>, <span name="V">V</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.MapFeature">MapFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.K">K</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.V">V</span>]</span>, <span name="value">value: <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.K">K</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.V">V</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#set" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set[T](feature:com.johnsnowlabs.nlp.serialization.SetFeature[T],value:Set[T]):HasFeatures.this.type"></a><a id="set[T](SetFeature[T],Set[T]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#set[T](feature:com.johnsnowlabs.nlp.serialization.SetFeature[T],value:Set[T]):HasFeatures.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.SetFeature">SetFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.T">T</span>]</span>, <span name="value">value: <span class="extype" name="scala.Predef.Set">Set</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.T">T</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#set" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set[T](feature:com.johnsnowlabs.nlp.serialization.ArrayFeature[T],value:Array[T]):HasFeatures.this.type"></a><a id="set[T](ArrayFeature[T],Array[T]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#set[T](feature:com.johnsnowlabs.nlp.serialization.ArrayFeature[T],value:Array[T]):HasFeatures.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.ArrayFeature">ArrayFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.T">T</span>]</span>, <span name="value">value: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.set.T">T</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#set" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set(paramPair:org.apache.spark.ml.param.ParamPair[_]):Params.this.type"></a><a id="set(ParamPair[_]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#set(paramPair:org.apache.spark.ml.param.ParamPair[_]):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="params">(<span name="paramPair">paramPair: <span class="extype" name="org.apache.spark.ml.param.ParamPair">ParamPair</span>[_]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#set" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set(param:String,value:Any):Params.this.type"></a><a id="set(String,Any):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#set(param:String,value:Any):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="params">(<span name="param">param: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="value">value: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#set" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="set[T](param:org.apache.spark.ml.param.Param[T],value:T):Params.this.type"></a><a id="set[T](Param[T],T):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#set[T](param:org.apache.spark.ml.param.Param[T],value:T):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">set</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.set.T">T</span>]</span>, <span name="value">value: <span class="extype" name="org.apache.spark.ml.param.Params.set.T">T</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setCaseSensitive(value:Boolean):DocumentSplitterParams.this.type"></a><a id="setCaseSensitive(Boolean):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setCaseSensitive(value:Boolean):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setCaseSensitive</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Whether to use case sensitive when matching regex (Default: false)
+</p><div class="fullcomment"><div class="comment cmt"><p>Whether to use case sensitive when matching regex (Default: false)
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#setChunkOverlap" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setChunkOverlap(value:Int):DocumentCharacterTextSplitter.this.type"></a><a id="setChunkOverlap(Int):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setChunkOverlap(value:Int):DocumentCharacterTextSplitter.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setChunkOverlap</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#setChunkSize" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setChunkSize(value:Int):DocumentCharacterTextSplitter.this.type"></a><a id="setChunkSize(Int):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setChunkSize(value:Int):DocumentCharacterTextSplitter.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setChunkSize</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setCustomBoundsStrategy" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setCustomBoundsStrategy(value:String):DocumentSplitterParams.this.type"></a><a id="setCustomBoundsStrategy(String):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setCustomBoundsStrategy(value:String):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setCustomBoundsStrategy</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets the custom bounds strategy for text parsing using regular expressions.</p><div class="fullcomment"><div class="comment cmt"><p>Sets the custom bounds strategy for text parsing using regular expressions.
+</p></div><dl class="paramcmts block"><dt class="param">value</dt><dd class="cmt"><p>The custom bounds strategy to be set. It should be one of the following values:</p><ul><li>&quot;none&quot;: No custom bounds are applied.</li><li>&quot;prepend&quot;: Custom bounds are prepended to the split documents.</li><li>&quot;append&quot;: Custom bounds are appended to the split documents.</li></ul></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#setDefault" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setDefault[T](feature:com.johnsnowlabs.nlp.serialization.StructFeature[T],value:()=&gt;T):HasFeatures.this.type"></a><a id="setDefault[T](StructFeature[T],()⇒T):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setDefault[T](feature:com.johnsnowlabs.nlp.serialization.StructFeature[T],value:()=&gt;T):HasFeatures.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.StructFeature">StructFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.T">T</span>]</span>, <span name="value">value: () ⇒ <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.T">T</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#setDefault" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setDefault[K,V](feature:com.johnsnowlabs.nlp.serialization.MapFeature[K,V],value:()=&gt;Map[K,V]):HasFeatures.this.type"></a><a id="setDefault[K,V](MapFeature[K,V],()⇒Map[K,V]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setDefault[K,V](feature:com.johnsnowlabs.nlp.serialization.MapFeature[K,V],value:()=&gt;Map[K,V]):HasFeatures.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDefault</span><span class="tparams">[<span name="K">K</span>, <span name="V">V</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.MapFeature">MapFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.K">K</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.V">V</span>]</span>, <span name="value">value: () ⇒ <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.K">K</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.V">V</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#setDefault" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setDefault[T](feature:com.johnsnowlabs.nlp.serialization.SetFeature[T],value:()=&gt;Set[T]):HasFeatures.this.type"></a><a id="setDefault[T](SetFeature[T],()⇒Set[T]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setDefault[T](feature:com.johnsnowlabs.nlp.serialization.SetFeature[T],value:()=&gt;Set[T]):HasFeatures.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.SetFeature">SetFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.T">T</span>]</span>, <span name="value">value: () ⇒ <span class="extype" name="scala.Predef.Set">Set</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.T">T</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasFeatures#setDefault" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setDefault[T](feature:com.johnsnowlabs.nlp.serialization.ArrayFeature[T],value:()=&gt;Array[T]):HasFeatures.this.type"></a><a id="setDefault[T](ArrayFeature[T],()⇒Array[T]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setDefault[T](feature:com.johnsnowlabs.nlp.serialization.ArrayFeature[T],value:()=&gt;Array[T]):HasFeatures.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="feature">feature: <span class="extype" name="com.johnsnowlabs.nlp.serialization.ArrayFeature">ArrayFeature</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.T">T</span>]</span>, <span name="value">value: () ⇒ <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="com.johnsnowlabs.nlp.HasFeatures.setDefault.T">T</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>HasFeatures</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#setDefault" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setDefault(paramPairs:org.apache.spark.ml.param.ParamPair[_]*):Params.this.type"></a><a id="setDefault(ParamPair[_]*):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setDefault(paramPairs:org.apache.spark.ml.param.ParamPair[_]*):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDefault</span><span class="params">(<span name="paramPairs">paramPairs: <span class="extype" name="org.apache.spark.ml.param.ParamPair">ParamPair</span>[_]*</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="org.apache.spark.ml.param.Params#setDefault" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setDefault[T](param:org.apache.spark.ml.param.Param[T],value:T):Params.this.type"></a><a id="setDefault[T](Param[T],T):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setDefault[T](param:org.apache.spark.ml.param.Param[T],value:T):Params.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setDefault</span><span class="tparams">[<span name="T">T</span>]</span><span class="params">(<span name="param">param: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="org.apache.spark.ml.param.Params.setDefault.T">T</span>]</span>, <span name="value">value: <span class="extype" name="org.apache.spark.ml.param.Params.setDefault.T">T</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>Params</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#setExplodeSplits" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setExplodeSplits(value:Boolean):DocumentCharacterTextSplitter.this.type"></a><a id="setExplodeSplits(Boolean):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setExplodeSplits(value:Boolean):DocumentCharacterTextSplitter.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setExplodeSplits</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setInputCols" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setInputCols(value:Array[String]):InternalDocumentSplitter.this.type"></a><a id="setInputCols(Array[String]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setInputCols(value:Array[String]):InternalDocumentSplitter.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setInputCols</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> → HasInputAnnotationCols</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasInputAnnotationCols#setInputCols" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setInputCols(value:String*):HasInputAnnotationCols.this.type"></a><a id="setInputCols(String*):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setInputCols(value:String*):HasInputAnnotationCols.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setInputCols</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Predef.String">String</span>*</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasInputAnnotationCols</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#setKeepSeparators" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setKeepSeparators(value:Boolean):DocumentCharacterTextSplitter.this.type"></a><a id="setKeepSeparators(Boolean):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setKeepSeparators(value:Boolean):DocumentCharacterTextSplitter.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setKeepSeparators</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.CanBeLazy#setLazyAnnotator" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setLazyAnnotator(value:Boolean):com.johnsnowlabs.nlp.CanBeLazy.&lt;refinement&gt;.type"></a><a id="setLazyAnnotator(Boolean):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setLazyAnnotator(value:Boolean):com.johnsnowlabs.nlp.CanBeLazy.&lt;refinement&gt;.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setLazyAnnotator</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>CanBeLazy</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setMaxLength" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setMaxLength(value:Int):DocumentSplitterParams.this.type"></a><a id="setMaxLength(Int):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setMaxLength(value:Int):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setMaxLength</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets the maximum length for text parsing based on the specified mode.</p><div class="fullcomment"><div class="comment cmt"><p>Sets the maximum length for text parsing based on the specified mode.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setMetaDataFields" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setMetaDataFields(value:Array[String]):DocumentSplitterParams.this.type"></a><a id="setMetaDataFields(Array[String]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setMetaDataFields(value:Array[String]):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setMetaDataFields</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets metadata fields to add specified data in columns to the metadata of the split documents.</p><div class="fullcomment"><div class="comment cmt"><p>Sets metadata fields to add specified data in columns to the metadata of the split documents.
+You should set column names to read columns.
+Default: <span class="extype" name="Array.empty">Array.empty</span>
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.HasOutputAnnotationCol#setOutputCol" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setOutputCol(value:String):HasOutputAnnotationCol.this.type"></a><a id="setOutputCol(String):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setOutputCol(value:String):HasOutputAnnotationCol.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setOutputCol</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasOutputAnnotationCol</dd></dl></div>
+    </li><li name="org.apache.spark.ml.Model#setParent" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setParent(parent:org.apache.spark.ml.Estimator[M]):M"></a><a id="setParent(Estimator[DocumentCharacterTextSplitter]):DocumentCharacterTextSplitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setParent(parent:org.apache.spark.ml.Estimator[M]):M" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setParent</span><span class="params">(<span name="parent">parent: <span class="extype" name="org.apache.spark.ml.Estimator">Estimator</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter">DocumentCharacterTextSplitter</span>]</span>)</span><span class="result">: <span class="extype" name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter">DocumentCharacterTextSplitter</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Model</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#setPatternsAreRegex" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setPatternsAreRegex(value:Boolean):DocumentCharacterTextSplitter.this.type"></a><a id="setPatternsAreRegex(Boolean):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setPatternsAreRegex(value:Boolean):DocumentCharacterTextSplitter.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setPatternsAreRegex</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setSentenceAwareness" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setSentenceAwareness(value:Boolean):DocumentSplitterParams.this.type"></a><a id="setSentenceAwareness(Boolean):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setSentenceAwareness(value:Boolean):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setSentenceAwareness</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets whether to split document by sentence awareness if possible.</p><div class="fullcomment"><div class="comment cmt"><p>Sets whether to split document by sentence awareness if possible.
+If true, it can stop the split process before <a href="DocumentSplitterParams.html#maxLength:org.apache.spark.ml.param.IntParam" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#maxLength">maxLength</a>.
+If true, You should supply sentences from inputCols. Default: false.
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#setSplitMode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
+      <a id="setSplitMode(value:String):DocumentSplitterParams.this.type"></a><a id="setSplitMode(String):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setSplitMode(value:String):DocumentSplitterParams.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setSplitMode</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <p class="shortcomment cmt">Sets the split mode to determine how text should be segmented.</p><div class="fullcomment"><div class="comment cmt"><p>Sets the split mode to determine how text should be segmented. Default: 'regex'
+</p></div><dl class="paramcmts block"><dt class="param">value</dt><dd class="cmt"><p>The split mode to be set. It should be one of the following values:</p><ul><li>&quot;char&quot;: Split text based on individual characters.</li><li>&quot;token&quot;: Split text based on tokens. You should supply tokens from inputCols.</li><li>&quot;sentence&quot;: Split text based on sentences. You should supply sentences from inputCols.</li><li>&quot;recursive&quot;: Split text recursively using a specific algorithm.</li><li>&quot;regex&quot;: Split text based on a regular expression pattern.</li></ul></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#setSplitPatterns" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setSplitPatterns(value:Array[String]):DocumentCharacterTextSplitter.this.type"></a><a id="setSplitPatterns(Array[String]):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setSplitPatterns(value:Array[String]):DocumentCharacterTextSplitter.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setSplitPatterns</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#setTrimWhitespace" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setTrimWhitespace(value:Boolean):DocumentCharacterTextSplitter.this.type"></a><a id="setTrimWhitespace(Boolean):InternalDocumentSplitter.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#setTrimWhitespace(value:Boolean):DocumentCharacterTextSplitter.this.type" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">setTrimWhitespace</span><span class="params">(<span name="value">value: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams#splitMode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
+      <a id="splitMode:org.apache.spark.ml.param.Param[String]"></a><a id="splitMode:Param[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#splitMode:org.apache.spark.ml.param.Param[String]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">splitMode</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.Param">Param</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      
+      <p class="shortcomment cmt">The split mode to determine how text should be segmented.</p><div class="fullcomment"><div class="comment cmt"><p>The split mode to determine how text should be segmented. Default: 'regex'
+</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#splitPatterns" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitPatterns:org.apache.spark.ml.param.StringArrayParam"></a><a id="splitPatterns:StringArrayParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#splitPatterns:org.apache.spark.ml.param.StringArrayParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">splitPatterns</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.StringArrayParam">StringArrayParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="scala.AnyRef#synchronized" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="synchronized[T0](x$1:=&gt;T0):T0"></a><a id="synchronized[T0](⇒T0):T0"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#synchronized[T0](x$1:=&gt;T0):T0" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">synchronized</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="params">(<span name="arg0">arg0: ⇒ <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>)</span><span class="result">: <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="org.apache.spark.ml.util.Identifiable#toString" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="toString():String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#toString():String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">toString</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Identifiable → AnyRef → Any</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.AnnotatorModel#transform" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="transform(dataset:org.apache.spark.sql.Dataset[_]):org.apache.spark.sql.DataFrame"></a><a id="transform(Dataset[_]):DataFrame"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#transform(dataset:org.apache.spark.sql.Dataset[_]):org.apache.spark.sql.DataFrame" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">transform</span><span class="params">(<span name="dataset">dataset: <span class="extype" name="org.apache.spark.sql.Dataset">Dataset</span>[_]</span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.DataFrame">DataFrame</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnnotatorModel → Transformer</dd></dl></div>
+    </li><li name="org.apache.spark.ml.Transformer#transform" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="transform(dataset:org.apache.spark.sql.Dataset[_],paramMap:org.apache.spark.ml.param.ParamMap):org.apache.spark.sql.DataFrame"></a><a id="transform(Dataset[_],ParamMap):DataFrame"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#transform(dataset:org.apache.spark.sql.Dataset[_],paramMap:org.apache.spark.ml.param.ParamMap):org.apache.spark.sql.DataFrame" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">transform</span><span class="params">(<span name="dataset">dataset: <span class="extype" name="org.apache.spark.sql.Dataset">Dataset</span>[_]</span>, <span name="paramMap">paramMap: <span class="extype" name="org.apache.spark.ml.param.ParamMap">ParamMap</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.DataFrame">DataFrame</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Transformer</dd><dt>Annotations</dt><dd>
+                <span class="name">@Since</span><span class="args">(<span>
+      
+      <span class="symbol">&quot;2.0.0&quot;</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="org.apache.spark.ml.Transformer#transform" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="transform(dataset:org.apache.spark.sql.Dataset[_],firstParamPair:org.apache.spark.ml.param.ParamPair[_],otherParamPairs:org.apache.spark.ml.param.ParamPair[_]*):org.apache.spark.sql.DataFrame"></a><a id="transform(Dataset[_],ParamPair[_],ParamPair[_]*):DataFrame"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#transform(dataset:org.apache.spark.sql.Dataset[_],firstParamPair:org.apache.spark.ml.param.ParamPair[_],otherParamPairs:org.apache.spark.ml.param.ParamPair[_]*):org.apache.spark.sql.DataFrame" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">transform</span><span class="params">(<span name="dataset">dataset: <span class="extype" name="org.apache.spark.sql.Dataset">Dataset</span>[_]</span>, <span name="firstParamPair">firstParamPair: <span class="extype" name="org.apache.spark.ml.param.ParamPair">ParamPair</span>[_]</span>, <span name="otherParamPairs">otherParamPairs: <span class="extype" name="org.apache.spark.ml.param.ParamPair">ParamPair</span>[_]*</span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.DataFrame">DataFrame</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Transformer</dd><dt>Annotations</dt><dd>
+                <span class="name">@Since</span><span class="args">(<span>
+      
+      <span class="symbol">&quot;2.0.0&quot;</span>
+    </span>)</span>
+              
+                <span class="name">@varargs</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.RawAnnotator#transformSchema" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="transformSchema(schema:org.apache.spark.sql.types.StructType):org.apache.spark.sql.types.StructType"></a><a id="transformSchema(StructType):StructType"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#transformSchema(schema:org.apache.spark.sql.types.StructType):org.apache.spark.sql.types.StructType" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">transformSchema</span><span class="params">(<span name="schema">schema: <span class="extype" name="org.apache.spark.sql.types.StructType">StructType</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.types.StructType">StructType</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>RawAnnotator → PipelineStage</dd></dl></div>
+    </li><li name="org.apache.spark.ml.PipelineStage#transformSchema" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="transformSchema(schema:org.apache.spark.sql.types.StructType,logging:Boolean):org.apache.spark.sql.types.StructType"></a><a id="transformSchema(StructType,Boolean):StructType"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#transformSchema(schema:org.apache.spark.sql.types.StructType,logging:Boolean):org.apache.spark.sql.types.StructType" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">transformSchema</span><span class="params">(<span name="schema">schema: <span class="extype" name="org.apache.spark.sql.types.StructType">StructType</span></span>, <span name="logging">logging: <span class="extype" name="scala.Boolean">Boolean</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.types.StructType">StructType</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>PipelineStage</dd><dt>Annotations</dt><dd>
+                <span class="name">@DeveloperApi</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#trimAndAdjust" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="trimAndAdjust(entities:Seq[com.johnsnowlabs.nlp.annotators.splitter.Entity]):Seq[com.johnsnowlabs.nlp.annotators.splitter.Entity]"></a><a id="trimAndAdjust(Seq[Entity]):Seq[Entity]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#trimAndAdjust(entities:Seq[com.johnsnowlabs.nlp.annotators.splitter.Entity]):Seq[com.johnsnowlabs.nlp.annotators.splitter.Entity]" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">trimAndAdjust</span><span class="params">(<span name="entities">entities: <span class="extype" name="scala.Seq">Seq</span>[<a href="Entity.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.Entity">Entity</a>]</span>)</span><span class="result">: <span class="extype" name="scala.Seq">Seq</span>[<a href="Entity.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.Entity">Entity</a>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter#trimWhitespace" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="trimWhitespace:org.apache.spark.ml.param.BooleanParam"></a><a id="trimWhitespace:BooleanParam"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#trimWhitespace:org.apache.spark.ml.param.BooleanParam" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">trimWhitespace</span><span class="result">: <span class="extype" name="org.apache.spark.ml.param.BooleanParam">BooleanParam</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>DocumentCharacterTextSplitter</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#uid" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="uid:String"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#uid:String" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">val</span>
+      </span>
+      <span class="symbol">
+        <span class="name">uid</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> → DocumentCharacterTextSplitter → Identifiable</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.RawAnnotator#validate" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="validate(schema:org.apache.spark.sql.types.StructType):Boolean"></a><a id="validate(StructType):Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#validate(schema:org.apache.spark.sql.types.StructType):Boolean" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">validate</span><span class="params">(<span name="schema">schema: <span class="extype" name="org.apache.spark.sql.types.StructType">StructType</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>RawAnnotator</dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait():Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#wait():Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait(x$1:Long,x$2:Int):Unit"></a><a id="wait(Long,Int):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#wait(x$1:Long,x$2:Int):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Long">Long</span></span>, <span name="arg1">arg1: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait(x$1:Long):Unit"></a><a id="wait(Long):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#wait(x$1:Long):Unit" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Long">Long</span></span>)</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.RawAnnotator#wrapColumnMetadata" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wrapColumnMetadata(col:org.apache.spark.sql.Column):org.apache.spark.sql.Column"></a><a id="wrapColumnMetadata(Column):Column"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html#wrapColumnMetadata(col:org.apache.spark.sql.Column):org.apache.spark.sql.Column" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wrapColumnMetadata</span><span class="params">(<span name="col">col: <span class="extype" name="org.apache.spark.sql.Column">Column</span></span>)</span><span class="result">: <span class="extype" name="org.apache.spark.sql.Column">Column</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd>RawAnnotator</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.ParamsAndFeaturesWritable#write" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="write:org.apache.spark.ml.util.MLWriter"></a><a id="write:MLWriter"></a>
+      <span class="permalink">
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+    </li>
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+            </div><div class="parent" name="com.johnsnowlabs.nlp.CanBeLazy">
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+            </div><div class="parent" name="com.johnsnowlabs.nlp.HasOutputAnnotationCol">
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+            </div><div class="parent" name="com.johnsnowlabs.nlp.HasInputAnnotationCols">
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+            </div><div class="parent" name="com.johnsnowlabs.nlp.HasOutputAnnotatorType">
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+            </div><div class="parent" name="com.johnsnowlabs.nlp.ParamsAndFeaturesWritable">
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+            </div><div class="parent" name="org.apache.spark.ml.Model">
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+            </div><div class="parent" name="scala.Serializable">
+              <h3>Inherited from <span class="extype" name="scala.Serializable">Serializable</span></h3>
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+              <h3>Inherited from <span class="extype" name="java.io.Serializable">Serializable</span></h3>
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+              <h3>Inherited from <span class="extype" name="scala.Any">Any</span></h3>
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+        <div id="groupedMembers">
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+              <h3>Parameters</h3>
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+  A list of (hyper-)parameter keys this annotator can take. Users can set and get the
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+              <h3>Parameter setters</h3>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/splitter/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/splitter/index.html
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+      <span class="symbol">
+        <a title="" href="../merge/index.html"><span class="name">merge</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.ner" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+    </li><li name="com.johnsnowlabs.nlp.annotators.normalizer" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="normalizer"></a><a id="normalizer:normalizer"></a>
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+        <a title="" href="../normalizer/index.html"><span class="name">normalizer</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.params" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="params"></a><a id="params:params"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/params/index.html" title="Permalink">
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+      <span class="symbol">
+        <a title="" href="../params/index.html"><span class="name">params</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.qa" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+        <a title="" href="../qa/index.html"><span class="name">qa</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.re" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="re"></a><a id="re:re"></a>
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+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.resolution" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+      
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+    </li><li name="com.johnsnowlabs.nlp.annotators.seq2seq" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+      </span>
+      <span class="symbol">
+        <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 current" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
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+      <span class="symbol">
+        <span class="name">splitter</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li class="current-entities indented5">
+                        <span class="separator"></span>
+                        <a class="trait" href="DocumentSplitterParams.html" title="A trait that contains all the params that InternalDocumentSplitter has."></a>
+                        <a href="DocumentSplitterParams.html" title="A trait that contains all the params that InternalDocumentSplitter has.">DocumentSplitterParams</a>
+                      </li><li class="current-entities indented5">
+                        <span class="separator"></span>
+                        <a class="class" href="Entity.html" title=""></a>
+                        <a href="Entity.html" title="">Entity</a>
+                      </li><li class="current-entities indented5">
+                        <a class="object" href="InternalDocumentSplitter$.html" title="This is the companion object of InternalDocumentSplitter."></a>
+                        <a class="class" href="InternalDocumentSplitter.html" title="Annotator which splits large documents into small documents."></a>
+                        <a href="InternalDocumentSplitter.html" title="Annotator which splits large documents into small documents.">InternalDocumentSplitter</a>
+                      </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="tokenizer"></a><a id="tokenizer:tokenizer"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/index.html" title="Permalink">
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+      <span class="modifier_kind">
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+        <span class="kind">package</span>
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+      <span class="symbol">
+        <a title="" href="../tokenizer/index.html"><span class="name">tokenizer</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.windowed" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="windowed"></a><a id="windowed:windowed"></a>
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+      </span>
+      <span class="symbol">
+        <a title="" href="../windowed/index.html"><span class="name">windowed</span></a>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li>
+              </ul>
+            </div>
+          </div>
+          <div id="content">
+            <body class="package value">
+      <div id="definition">
+        <div class="big-circle package">p</div>
+        <p id="owner"><a href="../../../../index.html" class="extype" name="com">com</a>.<a href="../../../index.html" class="extype" name="com.johnsnowlabs">johnsnowlabs</a>.<a href="../../index.html" class="extype" name="com.johnsnowlabs.nlp">nlp</a>.<a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></p>
+        <h1>splitter<span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span></h1>
+        
+      </div>
+
+      <h4 id="signature" class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <span class="name">splitter</span>
+      </span>
+      </h4>
+
+      
+          <div id="comment" class="fullcommenttop"></div>
+        
+
+      <div id="mbrsel">
+        <div class="toggle"></div>
+        <div id="memberfilter">
+          <i class="material-icons arrow"></i>
+          <span class="input">
+            <input id="mbrsel-input" placeholder="Filter all members" type="text" accesskey="/" />
+          </span>
+          <i class="clear material-icons"></i>
+        </div>
+        <div id="filterby">
+          <div id="order">
+            <span class="filtertype">Ordering</span>
+            <ol>
+              
+              <li class="alpha in"><span>Alphabetic</span></li>
+              
+            </ol>
+          </div>
+          
+          <div id="visbl">
+              <span class="filtertype">Visibility</span>
+              <ol><li class="public in"><span>Public</span></li><li class="all out"><span>All</span></li></ol>
+            </div>
+        </div>
+      </div>
+
+      <div id="template">
+        <div id="allMembers">
+        
+
+        <div id="types" class="types members">
+              <h3>Type Members</h3>
+              <ol><li name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams" visbl="pub" class="indented0 " data-isabs="true" fullComment="yes" group="Ungrouped">
+      <a id="DocumentSplitterParamsextendsParams"></a><a id="DocumentSplitterParams:DocumentSplitterParams"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/DocumentSplitterParams.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">trait</span>
+      </span>
+      <span class="symbol">
+        <a title="A trait that contains all the params that InternalDocumentSplitter has." href="DocumentSplitterParams.html"><span class="name">DocumentSplitterParams</span></a><span class="result"> extends <span class="extype" name="org.apache.spark.ml.param.Params">Params</span></span>
+      </span>
+      
+      <p class="shortcomment cmt"> A trait that contains all the params that <a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> has.</p><div class="fullcomment"><div class="comment cmt"><p> A trait that contains all the params that <a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a> has.</p></div><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p><a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a></p></span></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.Entity" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="EntityextendsProductwithSerializable"></a><a id="Entity:Entity"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/Entity.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">case class</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="Entity.html"><span class="name">Entity</span></a><span class="params">(<span name="begin">begin: <span class="extype" name="scala.Int">Int</span></span>, <span name="end">end: <span class="extype" name="scala.Int">Int</span></span>, <span name="part">part: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result"> extends <span class="extype" name="scala.Product">Product</span> with <span class="extype" name="scala.Serializable">Serializable</span></span>
+      </span>
+      
+      
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="InternalDocumentSplitterextendsDocumentCharacterTextSplitterwithDocumentSplitterParamswithCheckLicense"></a><a id="InternalDocumentSplitter:InternalDocumentSplitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">class</span>
+      </span>
+      <span class="symbol">
+        <a title="Annotator which splits large documents into small documents." href="InternalDocumentSplitter.html"><span class="name">InternalDocumentSplitter</span></a><span class="result"> extends <span class="extype" name="com.johnsnowlabs.nlp.annotators.DocumentCharacterTextSplitter">DocumentCharacterTextSplitter</span> with <a href="DocumentSplitterParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.DocumentSplitterParams">DocumentSplitterParams</a> with <span class="extype" name="com.johnsnowlabs.license.CheckLicense">CheckLicense</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Annotator which splits large documents into small documents.</p><div class="fullcomment"><div class="comment cmt"><p>Annotator which splits large documents into small documents.</p><p>InternalDocumentSplitter has <a href="InternalDocumentSplitter.html#setSplitMode(value:String):DocumentSplitterParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setSplitMode">setSplitMode</a> method to decide how to split documents.</p><p>If splitMode is <i>recursive</i>, It takes the separators in order and
+splits subtexts if they are over the chunk length, considering optional overlap of the chunks.
+For example, given chunk size 20 and overlap 5:</p><pre>He was, I take it, the most perfect reasoning and observing machine that the world has seen.
+
+[<span class="lit">"He was, I take it,"</span>, <span class="lit">"it, the most"</span>, <span class="lit">"most perfect"</span>, <span class="lit">"reasoning and"</span>, <span class="lit">"and observing"</span>, <span class="lit">"machine that the"</span>, <span class="lit">"the world has seen."</span>]</pre><p>Additionally, you can set</p><ul><li>custom patterns with <a href="InternalDocumentSplitter.html#setSplitPatterns(value:Array[String]):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setSplitPatterns">setSplitPatterns</a></li><li>whether patterns should be interpreted as regex with <a href="InternalDocumentSplitter.html#setPatternsAreRegex(value:Boolean):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setPatternsAreRegex">setPatternsAreRegex</a></li><li>whether to keep the separators with <a href="InternalDocumentSplitter.html#setKeepSeparators(value:Boolean):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setKeepSeparators">setKeepSeparators</a></li><li>whether to trim whitespaces with <a href="InternalDocumentSplitter.html#setTrimWhitespace(value:Boolean):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setTrimWhitespace">setTrimWhitespace</a></li><li>whether to explode the splits to individual rows with <a href="InternalDocumentSplitter.html#setExplodeSplits(value:Boolean):DocumentCharacterTextSplitter.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter#setExplodeSplits">setExplodeSplits</a></li></ul><h4>Example</h4><pre><span class="kw">val</span> textDF =
+  spark.read
+    .option(<span class="lit">"wholetext"</span>, <span class="lit">"true"</span>)
+    .text(<span class="lit">"src/test/resources/spell/sherlockholmes.txt"</span>)
+    .toDF(<span class="lit">"text"</span>)
+
+<span class="kw">val</span> documentAssembler = <span class="kw">new</span> DocumentAssembler().setInputCol(<span class="lit">"text"</span>)
+<span class="kw">val</span> textSplitter = <span class="kw">new</span> InternalDocumentSplitter()
+  .setInputCols(<span class="lit">"document"</span>)
+  .setOutputCol(<span class="lit">"splits"</span>)
+  .setSplitMode(<span class="lit">"recursive"</span>)
+  .setChunkSize(<span class="num">20000</span>)
+  .setChunkOverlap(<span class="num">200</span>)
+  .setExplodeSplits(<span class="kw">true</span>)
+
+<span class="kw">val</span> pipeline = <span class="kw">new</span> Pipeline().setStages(<span class="std">Array</span>(documentAssembler, textSplitter))
+<span class="kw">val</span> result = pipeline.fit(textDF).transform(textDF)
+
+result
+  .selectExpr(
+    <span class="lit">"splits.result"</span>,
+    <span class="lit">"splits[0].begin"</span>,
+    <span class="lit">"splits[0].end"</span>,
+    <span class="lit">"splits[0].end - splits[0].begin as length"</span>)
+  .show(<span class="num">8</span>, truncate = <span class="num">80</span>)
++--------------------------------------------------------------------------------+---------------+-------------+------+
+|                                                                          result|splits[<span class="num">0</span>].begin|splits[<span class="num">0</span>].end|length|
++--------------------------------------------------------------------------------+---------------+-------------+------+
+|[ Project Gutenberg's The Adventures of Sherlock Holmes, by Arthur Conan Doyl...|              <span class="num">0</span>|        <span class="num">19994</span>| <span class="num">19994</span>|
+|[<span class="lit">"And Mademoiselle's address?"</span> he asked.\n\n<span class="lit">"Is Briony Lodge, Serpentine Aven...|          19798|        39395| 19597|
+|["</span>How did that help you?<span class="lit">"\n\n"</span>It was all-important. When a woman thinks that ...|          <span class="num">39371</span>|        <span class="num">59242</span>| <span class="num">19871</span>|
+|[<span class="lit">"'But,' said I, 'there would be millions of red-headed men who\nwould apply....|          59166|        77833| 18667|
+|[My friend was an enthusiastic musician, being himself not only a\nvery capab...|          77835|        97769| 19934|
+|["</span>And yet I am not convinced of it,<span class="lit">" I answered. "</span>The cases which\ncome to li...|          <span class="num">97771</span>|       <span class="num">117248</span>| <span class="num">19477</span>|
+|[<span class="lit">"Well, she had a slate-coloured, broad-brimmed straw hat, with a\nfeather of...|         117250|       137242| 19992|
+|["</span>That sounds a little paradoxical.<span class="lit">"\n\n"</span>But it is profoundly <span class="kw">true</span>. Singulari...|         <span class="num">137244</span>|       <span class="num">157171</span>| <span class="num">19927</span>|
++--------------------------------------------------------------------------------+---------------+-------------+------+</pre></div></div>
+    </li></ol>
+            </div>
+
+        
+
+        <div class="values members">
+              <h3>Value Members</h3>
+              <ol>
+                <li name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="InternalDocumentSplitter"></a><a id="InternalDocumentSplitter:InternalDocumentSplitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/InternalDocumentSplitter$.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">object</span>
+      </span>
+      <span class="symbol">
+        <a title="This is the companion object of InternalDocumentSplitter." href="InternalDocumentSplitter$.html"><span class="name">InternalDocumentSplitter</span></a><span class="result"> extends <span class="extype" name="org.apache.spark.ml.util.DefaultParamsReadable">DefaultParamsReadable</span>[<a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>] with <span class="extype" name="scala.Serializable">Serializable</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">This is the companion object of <a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>.</p><div class="fullcomment"><div class="comment cmt"><p>This is the companion object of <a href="InternalDocumentSplitter.html" class="extype" name="com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter">InternalDocumentSplitter</a>. Please refer to that class for the
+documentation.
+</p></div></div>
+    </li>
+              </ol>
+            </div>
+
+        
+
+        
+        </div>
+
+        <div id="inheritedMembers">
+        
+        
+        </div>
+
+        <div id="groupedMembers">
+        <div class="group" name="Ungrouped">
+              <h3>Ungrouped</h3>
+              
+            </div>
+        </div>
+
+      </div>
+
+      <div id="tooltip"></div>
+
+      <div id="footer">  </div>
+    </body>
+          </div>
+        </div>
+      </div>
+    </body>
+      </html>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html
index f2ce8cfc43..331a8a8977 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/index.html
index 820f133101..5f312e2ccb 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -404,6 +404,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer" visbl="pub" class="indented5 current" data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="tokenizer"></a><a id="tokenizer:tokenizer"></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel$.html
index ecf69f178f..63eca0c451 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel.html
index ef8c76d214..a99fb44ce4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/index.html
index 0eebde0f9c..62fdec6814 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -404,6 +404,22 @@ <h1>Packages</h1>
         <a title="" href="../seq2seq/index.html"><span class="name">seq2seq</span></a>
       </span>
       
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.splitter" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="splitter"></a><a id="splitter:splitter"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/splitter/index.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">package</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="../splitter/index.html"><span class="name">splitter</span></a>
+      </span>
+      
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators">annotators</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer" visbl="pub" class="indented5 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="tokenizer"></a><a id="tokenizer:tokenizer"></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/WindowedParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/WindowedParams.html
index 37505280cd..6eed12420e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/WindowedParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/WindowedParams.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/index.html
index df0b70ddaa..0f4972d22a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseChunk.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseChunk.html
index a61b12e340..e8195148b1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseChunk.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseChunk.html
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseChunk</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseChunk" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.BaseChunk" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseChunk</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseChunk" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.BaseChunk" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseToken.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseToken.html
index 224cd83ba3..897536fb1c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseToken.html
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseToken</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseToken" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.BaseToken" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseToken</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseToken" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.BaseToken" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics$TpFnFp.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics$TpFnFp.html
index 2aaa2a89c6..e20f8e65c9 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics$TpFnFp.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics.html
index 41abcddf4f..c1e419d384 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics.html
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationModes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationModes$.html
index 056444ab96..e190f428df 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationModes$.html
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationModes</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationModes" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationModes" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationModes</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationModes" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationModes" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/HasBeginEnd.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/HasBeginEnd.html
index 989550f7e0..fbecb53c5f 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.HasBeginEnd</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.HasBeginEnd" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.HasBeginEnd" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.HasBeginEnd</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.HasBeginEnd" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.HasBeginEnd" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/POSEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/POSEvaluation.html
index 56c89e1e1c..24bda681cd 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.POSEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.POSEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.POSEvaluation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.POSEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.POSEvaluation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.POSEvaluation" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/index.html
index 99dd2b05a6..0fd15c4118 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerCrfEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerCrfEvaluation.html
index 120e47d6ed..d592ef05b5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerCrfEvaluation.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLEvaluation.html
index a3aea6798d..7a9f971542 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLEvaluation.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLMetrics.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLMetrics.html
index 47c6f727c0..b87d0a8882 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/index.html
index cdc777fe2e..da21ff7475 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.ner" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.ner" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.ner" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.ner" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/EvalEntityResolver.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/EvalEntityResolver.html
index 63d37fe117..37c33afd99 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/EvalEntityResolver.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/index.html
index 13d251e1e4..e269d6ec5d 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.resolution" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.resolution" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/NorvigSpellEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/NorvigSpellEvaluation.html
index 0ff52d4fa9..3fbd8ff8bd 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/NorvigSpellEvaluation.html
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/SymSpellEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/SymSpellEvaluation.html
index 72e6a03408..7e9961656c 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/SymSpellEvaluation.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/index.html
index 10fa50a9ae..bddda77126 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/index.html
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.spell" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.spell" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.spell" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.spell" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/GoldTokenizer.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/GoldTokenizer.html
index f2f70617ec..e3a00b52c2 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.GoldTokenizer</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.util.GoldTokenizer" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.util.GoldTokenizer" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.GoldTokenizer</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.util.GoldTokenizer" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.util.GoldTokenizer" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/LoggingData.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/LoggingData.html
index 808561709c..3cc293814b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/LoggingData.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.LoggingData</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.util.LoggingData" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.util.LoggingData" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.LoggingData</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.util.LoggingData" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.util.LoggingData" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/TagsMetrics$.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/TagsMetrics$.html
index 7e08840a32..2d3270c062 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.TagsMetrics</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.util.TagsMetrics" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.util.TagsMetrics" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.TagsMetrics</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.util.TagsMetrics" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.util.TagsMetrics" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/index.html
index e3b3e4d218..f7e8bf833b 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.util</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.util" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.util" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.util</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.util" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.util" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/utils$.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/utils$.html
index 59083697ea..4f440aad26 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.eval.utils</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.eval.utils" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.eval.utils" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.eval.utils</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.eval.utils" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.eval.utils" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/index.html
index a3cff066b0..da19724bb7 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/jsl/AnnotatorType$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/AnnotatorType$.html
index faaa268702..16b6ca5bd1 100644
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.AnnotatorType" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.jsl.AnnotatorType</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.jsl.AnnotatorType" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.jsl.AnnotatorType" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/jsl/HCC$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/HCC$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.HCC" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.jsl.HCC</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.jsl.HCC" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.jsl.HCC" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/jsl/PythonRiskAdjustmentUtil$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/PythonRiskAdjustmentUtil$.html
index d1e3322806..5c54369708 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.jsl.PythonRiskAdjustmentUtil</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.jsl.PythonRiskAdjustmentUtil" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.PythonRiskAdjustmentUtil" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.jsl.PythonRiskAdjustmentUtil</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.jsl.PythonRiskAdjustmentUtil" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.jsl.PythonRiskAdjustmentUtil" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/jsl/RiskAdjustmentUtil$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/RiskAdjustmentUtil$.html
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.jsl.RiskAdjustmentUtil" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.RiskAdjustmentUtil" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.jsl.RiskAdjustmentUtil</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.jsl.RiskAdjustmentUtil" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.jsl.RiskAdjustmentUtil" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/jsl/SparkNLP$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/SparkNLP$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.SparkNLP" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.jsl.SparkNLP</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.jsl.SparkNLP" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.jsl.SparkNLP" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/jsl/functions$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/functions$.html
index f37954be7e..9244e9812f 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.jsl.functions</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.jsl.functions" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.functions" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.jsl.functions</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.jsl.functions" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.jsl.functions" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/jsl/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/index.html
index 495d139a45..1e6b352785 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.jsl</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.jsl" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.jsl</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.jsl" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.jsl" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/CustomLabels$.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/CustomLabels$.html
index 4150a26363..80d9921e7e 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.CustomLabels" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.CustomLabels" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/CustomLabels.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/CustomLabels.html
index 1e07fd21d2..8e8fb76eda 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/CustomLabels.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.CustomLabels" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.CustomLabels" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/DictionaryParam.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/DictionaryParam.html
index df31a968dd..358722605b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/DictionaryParam.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.DictionaryParam</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.DictionaryParam" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.DictionaryParam</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.DictionaryParam" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.DictionaryParam" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/EntityWeights$.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/EntityWeights$.html
index 56db1fc78b..57ba7356e5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/EntityWeights$.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.EntityWeights</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.EntityWeights" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.EntityWeights</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.EntityWeights" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/EntityWeights.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/EntityWeights.html
index 00dff0ad71..1f798af1ba 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/EntityWeights.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.EntityWeights</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.EntityWeights" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.EntityWeights</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.EntityWeights" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/RelationalCategories$.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/RelationalCategories$.html
index b5e36908e7..81fc86605e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/RelationalCategories$.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/RelationalCategories.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/RelationalCategories.html
index 1efc74d70c..61f6b9b3fc 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/RelationalCategories.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/SerializedDictionaryParam.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/SerializedDictionaryParam.html
index 7040f35b5c..38a63c5c95 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/SerializedDictionaryParam.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.SerializedDictionaryParam</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.SerializedDictionaryParam" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.SerializedDictionaryParam" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.SerializedDictionaryParam</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.SerializedDictionaryParam" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.SerializedDictionaryParam" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities$.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities$.html
index 35042e9b6b..4e90258fa8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities$.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.TargetEntities</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.TargetEntities" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.TargetEntities</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.TargetEntities" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities.html
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--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.TargetEntities</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.TargetEntities" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param.TargetEntities</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param.TargetEntities" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/index.html
index ed77277f2f..65d3589030 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/param/index.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.param</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.param" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.param" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalResourceDownloader$.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalResourceDownloader$.html
index 66aa7f4f88..843cd1696d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalResourceDownloader$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalResourceDownloader$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsPythonResourceDownloader$.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsPythonResourceDownloader$.html
index 62ab00e890..d78a1b44e5 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsS3ResourceDownloader.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsS3ResourceDownloader.html
index b9812e3862..0bfb29ef7f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsS3ResourceDownloader.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/ThreadSafeDownloader.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/ThreadSafeDownloader.html
index e0e4998738..9bf0f8b039 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/ThreadSafeDownloader.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/index.html
index 1ca1f2129e..e87018b3f7 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.pretrained</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.pretrained" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.pretrained" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.pretrained</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.pretrained" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.pretrained" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationDefinition.html
index 155f60d2ae..337322b519 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationDefinition.html
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationDefinition" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationDefinition" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationToolJsonReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationToolJsonReader.html
index 2d6c380d24..44c05cc1df 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationToolJsonReader.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValue.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValue.html
index 10817a938e..f85639a3c9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValue.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValue</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValue" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValue" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValue</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValue" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValue" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueChoices.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueChoices.html
index f837f009d5..e55f5a6378 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueChoices.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueChoices</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueChoices</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueLabel.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueLabel.html
index 570fd44f4f..5ed2eb35ec 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueLabel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueLabel</title>
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueLabel</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/AugmentationModes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AugmentationModes$.html
index 5879d67198..6e07db9d1e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AugmentationModes$.html
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-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AugmentationModes" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.AugmentationModes</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.AugmentationModes" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.AugmentationModes" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/CantemistReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CantemistReader.html
index 39bcebc018..d73d351595 100644
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.CantemistReader</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.CantemistReader" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.CantemistReader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.CantemistReader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.CantemistReader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.CantemistReader" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/CasingFunctions$.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CasingFunctions$.html
index 1a03ba5085..f1f721a87f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/CasingFunctions$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/CasingFunctions$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.CasingFunctions</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.CasingFunctions" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.CasingFunctions" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.CasingFunctions</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.CasingFunctions" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.CasingFunctions" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/CodiEspReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CodiEspReader.html
index 2a2352c8c1..e0ff640dd3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/CodiEspReader.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/CodiEspReader.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.CodiEspReader</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.CodiEspReader" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.CodiEspReader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.CodiEspReader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.CodiEspReader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.CodiEspReader" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/CompletionDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CompletionDefinition.html
index 16a00a3057..49af7ac295 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/CompletionDefinition.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/CompletionDefinition.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.CompletionDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.CompletionDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.CompletionDefinition" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.CompletionDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.CompletionDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.CompletionDefinition" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/CreatorPipeline$.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CreatorPipeline$.html
index d409972698..95fdd1b889 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/CreatorPipeline$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/CreatorPipeline$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.CreatorPipeline</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.CreatorPipeline" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.CreatorPipeline" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.CreatorPipeline</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.CreatorPipeline" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.CreatorPipeline" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/NerAnnotationDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/NerAnnotationDefinition.html
index e2b55bf955..2c32fb5ad9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/NerAnnotationDefinition.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/NerAnnotationDefinition.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.NerAnnotationDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.NerAnnotationDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.NerAnnotationDefinition" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.NerAnnotationDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.NerAnnotationDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.NerAnnotationDefinition" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/RelAnnotationDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/RelAnnotationDefinition.html
index 9024ad1238..c0f2c38d42 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/RelAnnotationDefinition.html
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.RelAnnotationDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.RelAnnotationDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.RelAnnotationDefinition" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.RelAnnotationDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.RelAnnotationDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.RelAnnotationDefinition" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymAugmentationUMLS.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymAugmentationUMLS.html
index bf7bbb50e6..d6e4a7ae6b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymAugmentationUMLS.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymAugmentationUMLS.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.SynonymAugmentationUMLS</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.SynonymAugmentationUMLS" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.SynonymAugmentationUMLS" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.SynonymAugmentationUMLS</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.SynonymAugmentationUMLS" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.SynonymAugmentationUMLS" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymSources$.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymSources$.html
index dd254045d2..2cc1cc4a23 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymSources$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.SynonymSources</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.SynonymSources" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.SynonymSources" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.SynonymSources</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.SynonymSources" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.SynonymSources" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDataDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDataDefinition.html
index 2924baf4f2..9b6956d3a4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDataDefinition.html
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.TaskDataDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.TaskDataDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.TaskDataDefinition" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.TaskDataDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.TaskDataDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.TaskDataDefinition" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDefinition.html
index 7febcf8eca..b8095f32dd 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDefinition.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDefinition.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.TaskDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.TaskDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.TaskDefinition" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.TaskDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.TaskDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.TaskDefinition" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskReader.html
index 145dc743d9..f93dbd24d8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskReader.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskReader.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.TaskReader</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.TaskReader" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.TaskReader" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.TaskReader</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.TaskReader" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.TaskReader" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/TokenRow.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/TokenRow.html
index c607d13443..1819ef6157 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/TokenRow.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/TokenRow.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.TokenRow</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.TokenRow" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.TokenRow" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.nlp.training.TokenRow</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.nlp.training.TokenRow" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.nlp.training.TokenRow" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.wmd4j</title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.wmd4j" />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.wmd4j" />
+          <title>Spark NLP 5.1.4 ScalaDoc  - com.johnsnowlabs.util.wmd4j</title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc - com.johnsnowlabs.util.wmd4j" />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc com.johnsnowlabs.util.wmd4j" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/index.html b/docs/licensed/api/index.html
index 188b103719..6639f73f87 100644
--- a/docs/licensed/api/index.html
+++ b/docs/licensed/api/index.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.3 ScalaDoc </title>
-          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc " />
-          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc " />
+          <title>Spark NLP 5.1.4 ScalaDoc </title>
+          <meta name="description" content="Spark NLP 5.1.4 ScalaDoc " />
+          <meta name="keywords" content="Spark NLP 5.1.4 ScalaDoc " />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.4 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/index.js b/docs/licensed/api/index.js
index 8d052863e1..d425906dc2 100644
--- a/docs/licensed/api/index.js
+++ b/docs/licensed/api/index.js
@@ -1 +1 @@
-Index.PACKAGES = {"com.johnsnowlabs.legal.sequence_generation" : [{"name" : "com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder", "shortDescription" : "", "object" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder$.html", "members_class" : [{"member" : "com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder#<init>", "error" : "unsupported entity"}, {"member" : "com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder#<init>", "error" : "unsupported entity"}, {"label" : "uid", "tail" : ": String", "member" : "com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder.uid", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#uid:String", "kind" : "val"}, {"label" : "onWriteSkip", "tail" : "(path: String, spark: SparkSession): Unit", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.onWriteSkip", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#onWriteSkip(path:String,spark:org.apache.spark.sql.SparkSession):Unit", "kind" : "def"}, {"label" : "onWrite", "tail" : "(path: String, spark: SparkSession): Unit", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.onWrite", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#onWrite(path:String,spark:org.apache.spark.sql.SparkSession):Unit", "kind" : "def"}, {"label" : "batchAnnotate", "tail" : "(batchedAnnotations: Seq[Array[Annotation]]): Seq[Seq[Annotation]]", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.batchAnnotate", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#batchAnnotate(batchedAnnotations:Seq[Array[com.johnsnowlabs.nlp.Annotation]]):Seq[Seq[com.johnsnowlabs.nlp.Annotation]]", "kind" : "def"}, {"label" : "getMlFrameworkType", "tail" : "(): String", "member" : 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"com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getRefineSummary", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getRefineSummary:Boolean", "kind" : "def"}, {"label" : "setRefineSummary", "tail" : "(value: Boolean): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setRefineSummary", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setRefineSummary(value:Boolean):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getModelIfNotSet", "tail" : "(): MedicalEncoderDecoderModel", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getModelIfNotSet", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getModelIfNotSet:com.johnsnowlabs.ml.MedicalEncoderDecoderModel", "kind" : "def"}, {"label" : "setModelIfNotSet", "tail" : "(spark: SparkSession, encoder: OnnxWrapper, decoder: OnnxWrapper, spp: 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"member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getSignatures", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getSignatures:Option[Map[String,String]]", "kind" : "def"}, {"label" : "setSignatures", "tail" : "(value: Map[String, String]): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setSignatures", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setSignatures(value:Map[String,String]):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getConfigProtoBytes", "tail" : "(): Option[Array[Byte]]", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getConfigProtoBytes", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getConfigProtoBytes:Option[Array[Byte]]", "kind" : "def"}, {"label" : "setConfigProtoBytes", "tail" : "(bytes: Array[Int]): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setConfigProtoBytes", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setConfigProtoBytes(bytes:Array[Int]):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "setMaxNewTokens", "tail" : "(value: Int): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setMaxNewTokens", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setMaxNewTokens(value:Int):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getMaxNewTokens", "tail" : "(): Int", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getMaxNewTokens", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getMaxNewTokens:Int", "kind" : "def"}, {"label" : "getMaxTextLength", "tail" : "(): Int", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getMaxTextLength", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getMaxTextLength:Int", "kind" : "def"}, {"label" : "setMaxTextLength", "tail" : "(value: Int): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setMaxTextLength", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setMaxTextLength(value:Int):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getIgnoreTokenIds", "tail" : "(): Array[Int]", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getIgnoreTokenIds", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getIgnoreTokenIds:Array[Int]", "kind" : "def"}, {"label" : "setIgnoreTokenIds", "tail" : "(tokenIds: Array[Int]): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setIgnoreTokenIds", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setIgnoreTokenIds(tokenIds:Array[Int]):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getRandomSeed", "tail" : "(): Option[Int]", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getRandomSeed", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getRandomSeed:Option[Int]", "kind" : "def"}, {"label" : "setRandomSeed", "tail" : "(value: Int): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setRandomSeed", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setRandomSeed(value:Int):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getNoRepeatNgramSize", "tail" : "(): Int", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getNoRepeatNgramSize", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getNoRepeatNgramSize:Int", "kind" : "def"}, {"label" : "setNoRepeatNgramSize", "tail" : "(value: Int): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setNoRepeatNgramSize", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setNoRepeatNgramSize(value:Int):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "noRepeatNgramSize", "tail" : ": IntParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.noRepeatNgramSize", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#noRepeatNgramSize:org.apache.spark.ml.param.IntParam", "kind" : "val"}, {"label" : "getTask", "tail" : "(): String", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getTask", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getTask:String", "kind" : "def"}, {"label" : "setTask", "tail" : "(value: String): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setTask", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setTask(value:String):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getTopK", "tail" : "(): Int", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getTopK", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getTopK:Int", "kind" : "def"}, {"label" : "setTopK", "tail" : "(value: Int): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setTopK", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setTopK(value:Int):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getDoSample", "tail" : "(): Boolean", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getDoSample", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getDoSample:Boolean", "kind" : "def"}, {"label" : "setDoSample", "tail" : "(value: Boolean): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setDoSample", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setDoSample(value:Boolean):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getUseCache", "tail" : "(): Boolean", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getUseCache", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getUseCache:Boolean", "kind" : "def"}, {"label" : "setUseCache", "tail" : "(value: Boolean): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setUseCache", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setUseCache(value:Boolean):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "refineMaxAttempts", "tail" : ": IntParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.refineMaxAttempts", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#refineMaxAttempts:org.apache.spark.ml.param.IntParam", "kind" : "val"}, {"label" : "refineChunkSize", "tail" : ": IntParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.refineChunkSize", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#refineChunkSize:org.apache.spark.ml.param.IntParam", "kind" : "val"}, {"label" : "refineSummaryTargetLength", "tail" : ": IntParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.refineSummaryTargetLength", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#refineSummaryTargetLength:org.apache.spark.ml.param.IntParam", "kind" : "val"}, {"label" : "refineSummary", "tail" : ": BooleanParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.refineSummary", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#refineSummary:org.apache.spark.ml.param.BooleanParam", "kind" : "val"}, {"label" : "stopAtEos", "tail" : ": BooleanParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.stopAtEos", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#stopAtEos:org.apache.spark.ml.param.BooleanParam", "kind" : "val"}, {"label" : "signatures", "tail" : ": MapFeature[String, String]", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.signatures", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#signatures:com.johnsnowlabs.nlp.serialization.MapFeature[String,String]", "kind" : "val"}, {"label" : "configProtoBytes", "tail" : ": IntArrayParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.configProtoBytes", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#configProtoBytes:org.apache.spark.ml.param.IntArrayParam", "kind" : "val"}, {"label" : "maxNewTokens", "tail" : ": IntParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.maxNewTokens", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#maxNewTokens:org.apache.spark.ml.param.IntParam", "kind" : "val"}, {"label" : "maxTextLength", "tail" : ": IntParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.maxTextLength", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#maxTextLength:org.apache.spark.ml.param.IntParam", "kind" : "val"}, {"label" : "ignoreTokenIds", "tail" : ": IntArrayParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.ignoreTokenIds", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#ignoreTokenIds:org.apache.spark.ml.param.IntArrayParam", "kind" : "var"}, {"label" : "randomSeed", "tail" : ": Option[Int]", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.randomSeed", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#randomSeed:Option[Int]", "kind" : "var"}, {"label" : "task", "tail" : ": Param[String]", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.task", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#task:org.apache.spark.ml.param.Param[String]", "kind" : "val"}, {"label" : "topK", "tail" : ": IntParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.topK", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#topK:org.apache.spark.ml.param.IntParam", "kind" : "val"}, {"label" : "doSample", "tail" : ": BooleanParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.doSample", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#doSample:org.apache.spark.ml.param.BooleanParam", "kind" : "val"}, {"label" : "useCache", "tail" : ": BooleanParam", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.useCache", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#useCache:org.apache.spark.ml.param.BooleanParam", "kind" : "val"}, {"label" : "outputAnnotatorType", "tail" : ": String", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.outputAnnotatorType", "link" : 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"tail" : "(request: ResourceRequest): Option[ResourceMetadata]", "member" : "com.johnsnowlabs.nlp.pretrained.S3ResourceDownloader.resolveLink", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#resolveLink(request:com.johnsnowlabs.nlp.pretrained.ResourceRequest):Option[com.johnsnowlabs.nlp.pretrained.ResourceMetadata]", "kind" : "def"}, {"label" : "downloadMetadataIfNeed", "tail" : "(folder: String): List[ResourceMetadata]", "member" : "com.johnsnowlabs.nlp.pretrained.S3ResourceDownloader.downloadMetadataIfNeed", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#downloadMetadataIfNeed(folder:String):List[com.johnsnowlabs.nlp.pretrained.ResourceMetadata]", "kind" : "def"}, {"label" : "cachePath", "tail" : ": Path", "member" : "com.johnsnowlabs.nlp.pretrained.S3ResourceDownloader.cachePath", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#cachePath:org.apache.hadoop.fs.Path", "kind" : "val"}, {"label" : "fileSystem", "tail" : ": FileSystem", "member" : "com.johnsnowlabs.nlp.pretrained.ResourceDownloader.fileSystem", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#fileSystem:org.apache.hadoop.fs.FileSystem", "kind" : "val"}, {"label" : "synchronized", "tail" : "(arg0: ⇒ T0): T0", "member" : "scala.AnyRef.synchronized", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#synchronized[T0](x$1:=>T0):T0", "kind" : "final def"}, {"label" : "##", "tail" : "(): Int", "member" : "scala.AnyRef.##", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html###():Int", "kind" : "final def"}, {"label" : "!=", "tail" : "(arg0: Any): Boolean", "member" : "scala.AnyRef.!=", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#!=(x$1:Any):Boolean", "kind" : "final def"}, {"label" : "==", "tail" : "(arg0: Any): Boolean", "member" : "scala.AnyRef.==", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#==(x$1:Any):Boolean", "kind" : "final def"}, {"label" : "ne", "tail" : "(arg0: AnyRef): Boolean", "member" : "scala.AnyRef.ne", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#ne(x$1:AnyRef):Boolean", "kind" : "final def"}, {"label" : "eq", "tail" : "(arg0: AnyRef): Boolean", "member" : "scala.AnyRef.eq", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#eq(x$1:AnyRef):Boolean", "kind" : "final def"}, {"label" : "finalize", "tail" : "(): Unit", "member" : "scala.AnyRef.finalize", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#finalize():Unit", "kind" : "def"}, {"label" : "wait", "tail" : "(): Unit", "member" : "scala.AnyRef.wait", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#wait():Unit", "kind" : "final def"}, {"label" : "wait", "tail" : "(arg0: Long, arg1: Int): Unit", "member" : "scala.AnyRef.wait", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#wait(x$1:Long,x$2:Int):Unit", "kind" : "final def"}, {"label" : "wait", "tail" : "(arg0: Long): Unit", "member" : "scala.AnyRef.wait", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#wait(x$1:Long):Unit", "kind" : "final def"}, {"label" : "notifyAll", "tail" : "(): Unit", "member" : "scala.AnyRef.notifyAll", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#notifyAll():Unit", "kind" : "final def"}, {"label" : "notify", "tail" : "(): Unit", "member" : "scala.AnyRef.notify", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#notify():Unit", "kind" : "final def"}, {"label" : "toString", "tail" : "(): String", "member" : "scala.AnyRef.toString", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#toString():String", "kind" : "def"}, {"label" : "clone", "tail" : "(): AnyRef", "member" : "scala.AnyRef.clone", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#clone():Object", "kind" : "def"}, {"label" : "equals", "tail" : "(arg0: Any): Boolean", "member" : "scala.AnyRef.equals", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#equals(x$1:Any):Boolean", "kind" : "def"}, {"label" : "hashCode", "tail" : "(): Int", "member" : "scala.AnyRef.hashCode", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#hashCode():Int", "kind" : "def"}, {"label" : "getClass", "tail" : "(): Class[_]", "member" : "scala.AnyRef.getClass", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#getClass():Class[_]", "kind" : "final def"}, {"label" : "asInstanceOf", "tail" : "(): T0", "member" : "scala.Any.asInstanceOf", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#asInstanceOf[T0]:T0", "kind" : "final def"}, {"label" : "isInstanceOf", "tail" : "(): Boolean", "member" : "scala.Any.isInstanceOf", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html#isInstanceOf[T0]:Boolean", "kind" : "final def"}], "class" : "com\/johnsnowlabs\/nlp\/pretrained\/InternalsS3ResourceDownloader.html", "kind" : "class"}, {"name" : "com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader", "shortDescription" : "", "members_class" : [{"label" : "downloadAndUnzipFile", "tail" : "(s3FilePath: String, unzip: Boolean): Option[String]", "member" : "com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader.downloadAndUnzipFile", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#downloadAndUnzipFile(s3FilePath:String,unzip:Boolean):Option[String]", "kind" : "def"}, {"label" : "updateInstance", "tail" : "(instance: InternalsS3ResourceDownloader): Unit", "member" : "com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader.updateInstance", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#updateInstance(instance:com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader):Unit", "kind" : "def"}, {"label" : "downloadMetadataIfNeed", "tail" : "(folder: String): List[ResourceMetadata]", "member" : "com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader.downloadMetadataIfNeed", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#downloadMetadataIfNeed(folder:String):List[com.johnsnowlabs.nlp.pretrained.ResourceMetadata]", "kind" : "def"}, {"label" : "clearCache", "tail" : "(request: ResourceRequest): Unit", "member" : "com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader.clearCache", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#clearCache(request:com.johnsnowlabs.nlp.pretrained.ResourceRequest):Unit", "kind" : "def"}, {"label" : "getDownloadSize", "tail" : "(request: ResourceRequest): Option[Long]", "member" : "com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader.getDownloadSize", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#getDownloadSize(request:com.johnsnowlabs.nlp.pretrained.ResourceRequest):Option[Long]", "kind" : "def"}, {"label" : "download", "tail" : "(request: ResourceRequest): Option[String]", "member" : "com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader.download", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#download(request:com.johnsnowlabs.nlp.pretrained.ResourceRequest):Option[String]", "kind" : "def"}, {"member" : "com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader#<init>", "error" : "unsupported entity"}, {"label" : "fileSystem", "tail" : ": FileSystem", "member" : "com.johnsnowlabs.nlp.pretrained.ResourceDownloader.fileSystem", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#fileSystem:org.apache.hadoop.fs.FileSystem", "kind" : "val"}, {"label" : "synchronized", "tail" : "(arg0: ⇒ T0): T0", "member" : "scala.AnyRef.synchronized", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#synchronized[T0](x$1:=>T0):T0", "kind" : "final def"}, {"label" : "##", "tail" : "(): Int", "member" : "scala.AnyRef.##", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html###():Int", "kind" : "final def"}, {"label" : "!=", "tail" : "(arg0: Any): Boolean", "member" : "scala.AnyRef.!=", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#!=(x$1:Any):Boolean", "kind" : "final def"}, {"label" : "==", "tail" : "(arg0: Any): Boolean", "member" : "scala.AnyRef.==", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#==(x$1:Any):Boolean", "kind" : "final def"}, {"label" : "ne", "tail" : "(arg0: AnyRef): Boolean", "member" : "scala.AnyRef.ne", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#ne(x$1:AnyRef):Boolean", "kind" : "final def"}, {"label" : "eq", "tail" : "(arg0: AnyRef): Boolean", "member" : "scala.AnyRef.eq", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#eq(x$1:AnyRef):Boolean", "kind" : "final def"}, {"label" : "finalize", "tail" : "(): Unit", "member" : "scala.AnyRef.finalize", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#finalize():Unit", "kind" : "def"}, {"label" : "wait", "tail" : "(): Unit", "member" : "scala.AnyRef.wait", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#wait():Unit", "kind" : "final def"}, {"label" : "wait", "tail" : "(arg0: Long, arg1: Int): Unit", "member" : "scala.AnyRef.wait", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#wait(x$1:Long,x$2:Int):Unit", "kind" : "final def"}, {"label" : "wait", "tail" : "(arg0: Long): Unit", "member" : "scala.AnyRef.wait", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#wait(x$1:Long):Unit", "kind" : "final def"}, {"label" : "notifyAll", "tail" : "(): Unit", "member" : "scala.AnyRef.notifyAll", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#notifyAll():Unit", "kind" : "final def"}, {"label" : "notify", "tail" : "(): Unit", "member" : "scala.AnyRef.notify", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#notify():Unit", "kind" : "final def"}, {"label" : "toString", "tail" : "(): String", "member" : "scala.AnyRef.toString", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#toString():String", "kind" : "def"}, {"label" : "clone", "tail" : "(): AnyRef", "member" : "scala.AnyRef.clone", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#clone():Object", "kind" : "def"}, {"label" : "equals", "tail" : "(arg0: Any): Boolean", "member" : "scala.AnyRef.equals", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#equals(x$1:Any):Boolean", "kind" : "def"}, {"label" : "hashCode", "tail" : "(): Int", "member" : "scala.AnyRef.hashCode", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#hashCode():Int", "kind" : "def"}, {"label" : "getClass", "tail" : "(): Class[_]", "member" : "scala.AnyRef.getClass", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#getClass():Class[_]", "kind" : "final def"}, {"label" : "asInstanceOf", "tail" : "(): T0", "member" : "scala.Any.asInstanceOf", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#asInstanceOf[T0]:T0", "kind" : "final def"}, {"label" : "isInstanceOf", "tail" : "(): Boolean", "member" : "scala.Any.isInstanceOf", "link" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html#isInstanceOf[T0]:Boolean", "kind" : "final def"}], "class" : "com\/johnsnowlabs\/nlp\/pretrained\/ThreadSafeDownloader.html", "kind" : "class"}], "com.johnsnowlabs" : []};
\ No newline at end of file
diff --git a/docs/licensed/api/python/genindex.html b/docs/licensed/api/python/genindex.html
index e75dddfbd8..c2c31623a7 100644
--- a/docs/licensed/api/python/genindex.html
+++ b/docs/licensed/api/python/genindex.html
@@ -363,18 +363,10 @@ <h2 id="A">A</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html#sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegModel.afterParam">(AssertionLogRegModel attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRanges">ageRanges (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRanges">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ageRanges">ageRanges (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRangesByHipaa">ageRangesByHipaa (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRangesByHipaa">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ageRangesByHipaa">ageRangesByHipaa (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html#sparknlp_jsl.utils.training_log_parser_utils.aggregate_entities">aggregate_entities() (in module sparknlp_jsl.utils.training_log_parser_utils)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.allowMultiTokenChunk">allowMultiTokenChunk (CommonChunkMapperParams attribute)</a>
@@ -389,10 +381,10 @@ <h2 id="A">A</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.html#sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer.anchorDateYear">anchorDateYear (DateNormalizer attribute)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/alab/index.html#sparknlp_jsl.alab.AnnotationLab">AnnotationLab (class in sparknlp_jsl.alab)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html#sparknlp_jsl.annotator.annotation_merger.AnnotationMerger">AnnotationMerger (class in sparknlp_jsl.annotator.annotation_merger)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/training/index.html#sparknlp_jsl.training.AnnotationToolJsonReader">AnnotationToolJsonReader (class in sparknlp_jsl.training)</a>
@@ -503,11 +495,9 @@ <h2 id="B">B</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell">BidirectionalGridLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.blackList">blackList (DeIdentification attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.blackList">blackList (DeIdentificationParams attribute)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.blackList">(DeIdentificationModel attribute)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/filtering_params/index.html#sparknlp_jsl.annotator.filtering_params.FilteringParams.blackList">(FilteringParams attribute)</a>
 </li>
       </ul></li>
@@ -639,6 +629,8 @@ <h2 id="C">C</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.caseSensitive">(ContextualParserModel attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/filtering_params/index.html#sparknlp_jsl.annotator.filtering_params.FilteringParams.caseSensitive">(FilteringParams attribute)</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.caseSensitive">(InternalDocumentSplitter attribute)</a>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell">CFNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
@@ -746,6 +738,8 @@ <h2 id="C">C</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html#sparknlp_jsl.utils.ocr_utils.colors_rgb">colors_rgb (in module sparknlp_jsl.utils.ocr_utils)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/ner_template_render/index.html#sparknlp_jsl.annotator.ner.ner_template_render.NerTemplateRenderModel.combineEntities">combineEntities (NerTemplateRenderModel attribute)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.combineRegexPatterns">combineRegexPatterns (DeIdentification attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams">CommonChunkMapperParams (class in sparknlp_jsl.annotator.chunker.chunkmapper)</a>
 </li>
@@ -821,12 +815,8 @@ <h2 id="C">C</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_writer">conll_writer() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.consistentObfuscation">consistentObfuscation (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.consistentObfuscation">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.consistentObfuscation">consistentObfuscation (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/index.html#sparknlp_jsl.annotator.context">context (in module sparknlp_jsl.annotator)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach">ContextualParserApproach (class in sparknlp_jsl.annotator.context.contextual_parser)</a>
@@ -868,6 +858,8 @@ <h2 id="C">C</h2>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/filtering_params/index.html#sparknlp_jsl.annotator.filtering_params.FilteringParams.criteria">criteria (FilteringParams attribute)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.customBoundsStrategy">customBoundsStrategy (InternalDocumentSplitter attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.customLabels">customLabels (RelationExtractionApproach attribute)</a>
 
@@ -901,34 +893,18 @@ <h2 id="D">D</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DATASETS_DIR">DATASETS_DIR (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DATASETS_DIR">[1]</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateFormats">dateFormats (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateFormats">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateFormats">dateFormats (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/normalizer/date_normalizer/index.html#sparknlp_jsl.annotator.normalizer.date_normalizer.DateNormalizer">DateNormalizer (class in sparknlp_jsl.annotator.normalizer.date_normalizer)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html#sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.dateShiftColumn">dateShiftColumn (DocumentHashCoder attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateTag">dateTag (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateTag">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateTag">dateTag (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateToYear">dateToYear (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateToYear">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateToYear">dateToYear (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.days">days (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.days">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.days">days (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">DEFAULT_MODEL_NODE_NAMES (Settings attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/settings/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings.DEFAULT_MODEL_NODE_NAMES">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.defaultConfidence">defaultConfidence (MergePrioritizationParams attribute)</a>
@@ -963,6 +939,8 @@ <h2 id="D">D</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html#sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel">(class in sparknlp_jsl.legal.chunk_classification.deid.deIdentification)</a>
 </li>
       </ul></li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams">DeIdentificationParams (class in sparknlp_jsl.annotator.deid.deidentication_params)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/deidentification_module/index.html#sparknlp_jsl.deidentification_module.Deidentifier">Deidentifier (class in sparknlp_jsl.deidentification_module)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/deidentification_module/index.html#sparknlp_jsl.deidentification_module.Deidentifier.deidentify">deidentify() (Deidentifier method)</a>
@@ -979,10 +957,10 @@ <h2 id="D">D</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/docmapper/index.html#sparknlp_jsl.annotator.chunker.docmapper.DocMapperApproach.dictionary">(DocMapperApproach attribute)</a>, <a href="reference/autosummary/sparknlp_jsl/finance/chunk_classification/resolution/docmapper/index.html#sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach.dictionary">[1]</a>, <a href="reference/autosummary/sparknlp_jsl/legal/chunk_classification/resolution/docmapper/index.html#sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach.dictionary">[2]</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/risk_adjustment_utils/index.html#sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil.diff_between_HCCs">diff_between_HCCs() (RiskAdjustmentUtil static method)</a>
 </li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/index.html#sparknlp_jsl.annotator.disambiguation">disambiguation (in module sparknlp_jsl.annotator)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html#sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.DISAMBIGUATION">DISAMBIGUATION (InternalAnnotatorType attribute)</a>
@@ -1028,6 +1006,8 @@ <h2 id="D">D</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierModel">DocumentMLClassifierModel (class in sparknlp_jsl.annotator.classification.document_ml_classifier)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams">DocumentMLClassifierParams (class in sparknlp_jsl.annotator.classification.document_ml_classifier)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.doExceptionHandling">doExceptionHandling (MedicalNerModel attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/beam_search_params/index.html#sparknlp_jsl.annotator.qa.beam_search_params.BeamSearchParams.doSample">doSample (BeamSearchParams attribute)</a>
 
@@ -1113,6 +1093,8 @@ <h2 id="E">E</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.entitiesConfidenceResource">(MergeResourceParams attribute)</a>
 </li>
       </ul></li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.entitiesConfidenceResourceAsJsonString">entitiesConfidenceResourceAsJsonString (ChunkFiltererApproach attribute)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html#sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.entityAssertionCaseSensitive">entityAssertionCaseSensitive (AssertionDLModel attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.entityCasingModesPath">entityCasingModesPath (DeIdentification attribute)</a>
@@ -1241,12 +1223,8 @@ <h2 id="F">F</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_label">fix_label() (InteractiveFix method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.fixedMaskLength">fixedMaskLength (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.fixedMaskLength">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.fixedMaskLength">fixedMaskLength (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.fixImbalance">fixImbalance (GenericClassifierApproach attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.fromEntityBeginCol">fromEntityBeginCol (RelationExtractionApproach attribute)</a>
@@ -1273,11 +1251,9 @@ <h2 id="F">F</h2>
 <h2 id="G">G</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.genderAwareness">genderAwareness (DeIdentification attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.genderAwareness">genderAwareness (DeIdentificationParams attribute)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.genderAwareness">(DeIdentificationModel attribute)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.genderAwareness">(NameChunkObfuscator attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.genderAwareness">(NameChunkObfuscatorApproach attribute)</a>
@@ -1442,11 +1418,11 @@ <h2 id="G">G</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/util/index.html#sparknlp_jsl.util.get_mt_samples">get_mt_samples() (in module sparknlp_jsl.util)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.get_ner_df">get_ner_df() (in module sparknlp_jsl.utils.alab_utils)</a>
-</li>
-      <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.get_ner_sentence_borders">get_ner_sentence_borders() (in module sparknlp_jsl.utils.alab_utils)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.get_ner_sentence_borders">get_ner_sentence_borders() (in module sparknlp_jsl.utils.alab_utils)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.get_nlp_pos_pipeline">get_nlp_pos_pipeline() (in module sparknlp_jsl.utils.alab_utils)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.get_nlp_token_pipeline">get_nlp_token_pipeline() (in module sparknlp_jsl.utils.alab_utils)</a>
@@ -1503,12 +1479,8 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.getBatchNorm">getBatchNorm() (TFGraphBuilder method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getBlackList">getBlackList() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getBlackList">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getBlackList">getBlackList() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html#sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.getClasses">getClasses() (MedicalBertForSequenceClassification method)</a>
 
       <ul>
@@ -1565,12 +1537,8 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html#sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.getReplaceLabels">getReplaceLabels() (AssertionDLModel method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getSameLengthFormattedEntities">getSameLengthFormattedEntities() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getSameLengthFormattedEntities">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getSameLengthFormattedEntities">getSameLengthFormattedEntities() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/text2sql/index.html#sparknlp_jsl.annotator.seq2seq.text2sql.Text2SQL.getSchema">getSchema() (Text2SQL method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.getTrainingClassDistribution">getTrainingClassDistribution() (MedicalNerModel method)</a>
@@ -1579,12 +1547,8 @@ <h2 id="G">G</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.html#sparknlp_jsl.annotator.deid.replacer.Replacer.getUseReplacement">getUseReplacement() (Replacer method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getUseShiftDays">getUseShiftDays() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getUseShiftDays">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getUseShiftDays">getUseShiftDays() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell">GLSTMCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html#sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.glueString">glueString (WindowedParams attribute)</a>
@@ -1647,12 +1611,8 @@ <h2 id="I">I</h2>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.html#sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel.ignoreEntities">ignoreEntities (ZeroShotNerModel attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ignoreRegex">ignoreRegex (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ignoreRegex">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ignoreRegex">ignoreRegex (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.html#sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.ignoreStopWords">ignoreStopWords (CommonNerConverterInternalParams attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/beam_search_params/index.html#sparknlp_jsl.annotator.qa.beam_search_params.BeamSearchParams.ignoreTokenIds">ignoreTokenIds (BeamSearchParams attribute)</a>
@@ -1787,6 +1747,8 @@ <h2 id="I">I</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html#sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.inputAnnotatorTypes">(GenericSVMClassifierApproach attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html#sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.inputAnnotatorTypes">(GenericSVMClassifierModel attribute)</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.inputAnnotatorTypes">(InternalDocumentSplitter attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html#sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.inputAnnotatorTypes">(IOBTagger attribute)</a>
 </li>
@@ -1882,6 +1844,8 @@ <h2 id="I">I</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix">InteractiveFix (class in sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html#sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType">InternalAnnotatorType (class in sparknlp_jsl.utils.licensed_annotator_type)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter">InternalDocumentSplitter (class in sparknlp_jsl.annotator.splitter.internal_document_splitter)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/pretrained/index.html#sparknlp_jsl.pretrained.InternalResourceDownloader">InternalResourceDownloader (class in sparknlp_jsl.pretrained)</a>
 </li>
@@ -1907,12 +1871,8 @@ <h2 id="I">I</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.isLicensed">isLicensed (TFGraphBuilder attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.isRandomDateDisplacement">isRandomDateDisplacement (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.isRandomDateDisplacement">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.isRandomDateDisplacement">isRandomDateDisplacement (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
   </ul></td>
 </tr></table>
 
@@ -1975,11 +1935,9 @@ <h2 id="L">L</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.labels">(DocumentMLClassifierParams attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.language">language (DeIdentification attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.language">language (DeIdentificationParams attribute)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.language">(DeIdentificationModel attribute)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.language">(NameChunkObfuscator attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.language">(NameChunkObfuscatorApproach attribute)</a>
@@ -2155,18 +2113,10 @@ <h2 id="L">L</h2>
 <h2 id="M">M</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mappingsColumn">mappingsColumn (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mappingsColumn">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.mappingsColumn">mappingsColumn (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.maskingPolicy">maskingPolicy (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.maskingPolicy">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.maskingPolicy">maskingPolicy (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.maxCharNgramFingerprint">maxCharNgramFingerprint (ChunkMapperFuzzyMatchingParams attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/beam_search_params/index.html#sparknlp_jsl.annotator.qa.beam_search_params.BeamSearchParams.maxContextLength">maxContextLength (BeamSearchParams attribute)</a>
@@ -2179,6 +2129,8 @@ <h2 id="M">M</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.maxIter">(DocumentMLClassifierApproach attribute)</a>
 </li>
       </ul></li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.maxLength">maxLength (InternalDocumentSplitter attribute)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/beam_search_params/index.html#sparknlp_jsl.annotator.qa.beam_search_params.BeamSearchParams.maxNewTokens">maxNewTokens (BeamSearchParams attribute)</a>
 
       <ul>
@@ -2264,6 +2216,8 @@ <h2 id="M">M</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams">MergeResourceParams (class in sparknlp_jsl.annotator.merge.chunk_merge)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/router/index.html#sparknlp_jsl.annotator.router.Router.metadataField">metadataField (Router attribute)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.metaDataFields">metaDataFields (InternalDocumentSplitter attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.minCharNgramFingerprint">minCharNgramFingerprint (ChunkMapperFuzzyMatchingParams attribute)</a>
 </li>
@@ -2273,12 +2227,8 @@ <h2 id="M">M</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.minTokenNgramFingerprint">minTokenNgramFingerprint (ChunkMapperFuzzyMatchingParams attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.minYear">minYear (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.minYear">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.minYear">minYear (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.missAsEmpty">missAsEmpty (SentenceResolverParams attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_encoder_decoder/index.html#sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder.MedicalEncoderDecoder.mlFrameworkType">mlFrameworkType (MedicalEncoderDecoder attribute)</a>
@@ -2289,12 +2239,8 @@ <h2 id="M">M</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.html#sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.mlFrameworkType">(MedicalTextGenerator attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mode">mode (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mode">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.mode">mode (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/build_model/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.build_model.model">model (in module sparknlp_jsl._tf_graph_builders.generic_classifier.build_model)</a>
 
       <ul>
@@ -2476,6 +2422,8 @@ <h2 id="M">M</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#module-sparknlp_jsl.annotator.context.contextual_parser">sparknlp_jsl.annotator.context.contextual_parser</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/index.html#module-sparknlp_jsl.annotator.deid">sparknlp_jsl.annotator.deid</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#module-sparknlp_jsl.annotator.deid.deidentication_params">sparknlp_jsl.annotator.deid.deidentication_params</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#module-sparknlp_jsl.annotator.deid.deIdentification">sparknlp_jsl.annotator.deid.deIdentification</a>
 </li>
@@ -2574,6 +2522,10 @@ <h2 id="M">M</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/text2sql/index.html#module-sparknlp_jsl.annotator.seq2seq.text2sql">sparknlp_jsl.annotator.seq2seq.text2sql</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html#module-sparknlp_jsl.annotator.source_tracking_metadata_params">sparknlp_jsl.annotator.source_tracking_metadata_params</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/index.html#module-sparknlp_jsl.annotator.splitter">sparknlp_jsl.annotator.splitter</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#module-sparknlp_jsl.annotator.splitter.internal_document_splitter">sparknlp_jsl.annotator.splitter.internal_document_splitter</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#module-sparknlp_jsl.annotator.tf_graph_builder">sparknlp_jsl.annotator.tf_graph_builder</a>
 </li>
@@ -2910,6 +2862,8 @@ <h2 id="N">N</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html#sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.name">(GenericSVMClassifierApproach attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html#sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.name">(GenericSVMClassifierModel attribute)</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.name">(InternalDocumentSplitter attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html#sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.name">(IOBTagger attribute)</a>
 </li>
@@ -3108,23 +3062,17 @@ <h2 id="O">O</h2>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/structured_deidentification/index.html#sparknlp_jsl.structured_deidentification.StructuredDeidentification.obfuscateColumns">obfuscateColumns() (StructuredDeidentification method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateDate">obfuscateDate (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateDate">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.obfuscateDate">obfuscateDate (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefFile">obfuscateRefFile (DeIdentification attribute)</a>
 
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.obfuscateRefFile">(NameChunkObfuscatorApproach attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefSource">obfuscateRefSource (DeIdentification attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.obfuscateRefSource">obfuscateRefSource (DeIdentificationParams attribute)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateRefSource">(DeIdentificationModel attribute)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.obfuscateRefSource">(NameChunkObfuscator attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.obfuscateRefSource">(NameChunkObfuscatorApproach attribute)</a>
@@ -3146,6 +3094,8 @@ <h2 id="O">O</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.optionalContextRules">(ContextualParserModel attribute)</a>
 </li>
       </ul></li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.optionalInputAnnotatorTypes">optionalInputAnnotatorTypes (InternalDocumentSplitter attribute)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.orderingFeatures">orderingFeatures (MergePrioritizationParams attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.outputAct">outputAct (TFGraphBuilder attribute)</a>
@@ -3242,6 +3192,8 @@ <h2 id="O">O</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html#sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierApproach.outputAnnotatorType">(GenericSVMClassifierApproach attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/generic_svm_classifier/index.html#sparknlp_jsl.annotator.classification.generic_svm_classifier.GenericSVMClassifierModel.outputAnnotatorType">(GenericSVMClassifierModel attribute)</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.outputAnnotatorType">(InternalDocumentSplitter attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html#sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.outputAnnotatorType">(IOBTagger attribute)</a>
 </li>
@@ -3310,12 +3262,8 @@ <h2 id="O">O</h2>
       </ul></li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAsDocument">outputAsDocument (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAsDocument">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.outputAsDocument">outputAsDocument (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.html#sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputCol">outputCol (AssertionChunkConverter attribute)</a>
 
       <ul>
@@ -3660,22 +3608,16 @@ <h2 id="R">R</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexEntities">regexEntities (DeIdentificationModel attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexOverride">regexOverride (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexOverride">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.regexOverride">regexOverride (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html#sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.regexParsers">regexParsers (NerChunker attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexPatternsDictionary">regexPatternsDictionary (DeIdentification attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.region">region (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.region">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexPatternsDictionaryAsJsonString">regexPatternsDictionaryAsJsonString (DeIdentification attribute)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.region">region (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html#sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.regParam">regParam (AssertionLogRegApproach attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.regular_tokenizer">regular_tokenizer (in module sparknlp_jsl.utils.alab_utils)</a>
@@ -3758,12 +3700,8 @@ <h2 id="R">R</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html#sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.returnCriteria">returnCriteria (ChunkMapperFilterer attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.returnEntityMappings">returnEntityMappings (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.returnEntityMappings">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.returnEntityMappings">returnEntityMappings (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/pretrained/index.html#sparknlp_jsl.pretrained.InternalResourceDownloader.returnPrivateModels">returnPrivateModels() (InternalResourceDownloader static method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/pretrained/index.html#sparknlp_jsl.pretrained.InternalResourceDownloader.returnPrivatePipelines">returnPrivatePipelines() (InternalResourceDownloader static method)</a>
@@ -3802,24 +3740,16 @@ <h2 id="S">S</h2>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html#sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.s3KnowledgeBaseName">s3KnowledgeBaseName (NerDisambiguator attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameEntityThreshold">sameEntityThreshold (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameEntityThreshold">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.sameEntityThreshold">sameEntityThreshold (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.sameLength">sameLength (NameChunkObfuscator attribute)</a>
 
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.sameLength">(NameChunkObfuscatorApproach attribute)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameLengthFormattedEntities">sameLengthFormattedEntities (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameLengthFormattedEntities">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.sameLengthFormattedEntities">sameLengthFormattedEntities (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save">save() (NerModelSaver method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models">save_models() (NerModelSaver method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model_saver/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models">[1]</a>
@@ -3834,11 +3764,9 @@ <h2 id="S">S</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.searchTree">searchTree (SentenceEntityResolverModel attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.seed">seed (DeIdentification attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.seed">seed (DeIdentificationParams attribute)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.seed">(DeIdentificationModel attribute)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html#sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.seed">(DocumentHashCoder attribute)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.seed">(NameChunkObfuscator attribute)</a>
@@ -3855,6 +3783,8 @@ <h2 id="S">S</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html#sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SELECTOR">SELECTOR (InternalAnnotatorType attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.sentence_detector">sentence_detector (in module sparknlp_jsl.utils.alab_utils)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.sentenceAwareness">sentenceAwareness (InternalDocumentSplitter attribute)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach">SentenceEntityResolverApproach (class in sparknlp_jsl.annotator.resolution.sentence_entity_resolver)</a>
 
@@ -3896,18 +3826,10 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html#sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setAfter">setAfter() (AssertionLogRegApproach method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRanges">setAgeRanges() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRanges">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setAgeRanges">setAgeRanges() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRangesByHipaa">setAgeRangesByHipaa() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRangesByHipaa">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setAgeRangesByHipaa">setAgeRangesByHipaa() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.html#sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setAllowList">setAllowList() (CommonNerConverterInternalParams method)</a>
 
       <ul>
@@ -3944,11 +3866,9 @@ <h2 id="S">S</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_dl_reg/index.html#sparknlp_jsl.annotator.assertion.assertion_dl_reg.AssertionLogRegApproach.setBefore">setBefore() (AssertionLogRegApproach method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setBlackList">setBlackList() (DeIdentification method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setBlackList">setBlackList() (DeIdentificationParams method)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setBlackList">(DeIdentificationModel method)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/filtering_params/index.html#sparknlp_jsl.annotator.filtering_params.FilteringParams.setBlackList">(FilteringParams method)</a>
 </li>
       </ul></li>
@@ -3958,6 +3878,8 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserModel.setCaseSensitive">(ContextualParserModel method)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/filtering_params/index.html#sparknlp_jsl.annotator.filtering_params.FilteringParams.setCaseSensitive">(FilteringParams method)</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setCaseSensitive">(InternalDocumentSplitter method)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction_dl/index.html#sparknlp_jsl.annotator.re.relation_extraction_dl.RelationExtractionDLModel.setCaseSensitive">(RelationExtractionDLModel method)</a>
 </li>
@@ -3997,6 +3919,8 @@ <h2 id="S">S</h2>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/ner_template_render/index.html#sparknlp_jsl.annotator.ner.ner_template_render.NerTemplateRenderModel.setCombineEntities">setCombineEntities() (NerTemplateRenderModel method)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setCombineRegexPatterns">setCombineRegexPatterns() (DeIdentification method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setCompleteContextMatch">setCompleteContextMatch() (ContextualParserApproach method)</a>
 </li>
@@ -4026,18 +3950,16 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.html#sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setConfigProtoBytes">(MedicalTextGenerator method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setConsistentObfuscation">setConsistentObfuscation() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setConsistentObfuscation">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setConsistentObfuscation">setConsistentObfuscation() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/assertion_filterer/index.html#sparknlp_jsl.annotator.chunker.assertion_filterer.AssertionFilterer.setCriteria">setCriteria() (AssertionFilterer method)</a>
 
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/filtering_params/index.html#sparknlp_jsl.annotator.filtering_params.FilteringParams.setCriteria">(FilteringParams method)</a>
 </li>
       </ul></li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setCustomBoundsStrategy">setCustomBoundsStrategy() (InternalDocumentSplitter method)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setCustomLabels">setCustomLabels() (RelationExtractionApproach method)</a>
 
       <ul>
@@ -4052,32 +3974,16 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/medical_text_generator/index.html#sparknlp_jsl.annotator.seq2seq.medical_text_generator.MedicalTextGenerator.setCustomPrompt">(MedicalTextGenerator method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateFormats">setDateFormats() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateFormats">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateFormats">setDateFormats() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html#sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setDateShiftColumn">setDateShiftColumn() (DocumentHashCoder method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateTag">setDateTag() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateTag">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateTag">setDateTag() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateToYear">setDateToYear() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateToYear">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateToYear">setDateToYear() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDays">setDays() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDays">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDays">setDays() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setDefaultConfidence">setDefaultConfidence() (MergePrioritizationParams method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html#sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setDefaultEntity">setDefaultEntity() (ChunkSentenceSplitter method)</a>
@@ -4109,6 +4015,8 @@ <h2 id="S">S</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_ner_chunk_filter/index.html#sparknlp_jsl.annotator.re.relation_ner_chunk_filter.RENerChunksFilter.setDocLevelRelations">setDocLevelRelations() (RENerChunksFilter method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html#sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setDocumentLevelProcessing">setDocumentLevelProcessing() (ChunkKeyPhraseExtraction method)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setDoExceptionHandling">setDoExceptionHandling() (MedicalNerApproach method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/beam_search_params/index.html#sparknlp_jsl.annotator.qa.beam_search_params.BeamSearchParams.setDoSample">setDoSample() (BeamSearchParams method)</a>
 
@@ -4168,6 +4076,8 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergeResourceParams.setEntitiesConfidenceResource">(MergeResourceParams method)</a>
 </li>
       </ul></li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setEntitiesConfidenceResourceAsJsonString">setEntitiesConfidenceResourceAsJsonString() (ChunkFiltererApproach method)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html#sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setEntityAssertion">setEntityAssertion() (AssertionDLModel method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html#sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setEntityAssertionCaseSensitive">setEntityAssertionCaseSensitive() (AssertionDLModel method)</a>
@@ -4214,12 +4124,8 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setFitIntercept">(DocumentMLClassifierApproach method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setFixedMaskLength">setFixedMaskLength() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setFixedMaskLength">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setFixedMaskLength">setFixedMaskLength() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setFixImbalance">setFixImbalance() (GenericClassifierApproach method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/common/annotator_properties_internal/index.html#sparknlp_jsl.common.annotator_properties_internal.AnnotatorPropertiesInternal.setForceInputTypeValidation">setForceInputTypeValidation() (AnnotatorPropertiesInternal method)</a>
@@ -4232,11 +4138,9 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setFuzzyMatchingDistanceThresholds">setFuzzyMatchingDistanceThresholds() (ChunkMapperFuzzyMatchingParams method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setGenderAwareness">setGenderAwareness() (DeIdentification method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setGenderAwareness">setGenderAwareness() (DeIdentificationParams method)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setGenderAwareness">(DeIdentificationModel method)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setGenderAwareness">(NameChunkObfuscator method)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setGenderAwareness">(NameChunkObfuscatorApproach method)</a>
@@ -4280,12 +4184,8 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/document_hashcoder/index.html#sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder.setIdColumn">(LegalDocumentHashCoder method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIgnoreRegex">setIgnoreRegex() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIgnoreRegex">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setIgnoreRegex">setIgnoreRegex() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/ner_converter_internal/index.html#sparknlp_jsl.annotator.ner.ner_converter_internal.CommonNerConverterInternalParams.setIgnoreStopWords">setIgnoreStopWords() (CommonNerConverterInternalParams method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/beam_search_params/index.html#sparknlp_jsl.annotator.qa.beam_search_params.BeamSearchParams.setIgnoreTokenIds">setIgnoreTokenIds() (BeamSearchParams method)</a>
@@ -4324,6 +4224,8 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.ChunkMergeModel.setInputCols">(ChunkMergeModel method)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/feature_assembler/index.html#sparknlp_jsl.annotator.feature_assembler.FeaturesAssembler.setInputCols">(FeaturesAssembler method)</a>
+</li>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setInputCols">(InternalDocumentSplitter method)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/router/index.html#sparknlp_jsl.annotator.router.Router.setInputCols">(Router method)</a>
 </li>
@@ -4342,12 +4244,8 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setIsLicensed">setIsLicensed() (TFGraphBuilder method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIsRandomDateDisplacement">setIsRandomDateDisplacement() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIsRandomDateDisplacement">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setIsRandomDateDisplacement">setIsRandomDateDisplacement() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.setJsonPath">setJsonPath() (ContextualParserApproach method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.setLabelCasing">setLabelCasing() (MedicalNerModel method)</a>
@@ -4380,11 +4278,9 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierParams.setLabels">(DocumentMLClassifierParams method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setLanguage">setLanguage() (DeIdentification method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setLanguage">setLanguage() (DeIdentificationParams method)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setLanguage">(DeIdentificationModel method)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setLanguage">(NameChunkObfuscator method)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setLanguage">(NameChunkObfuscatorApproach method)</a>
@@ -4414,18 +4310,10 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setLr">setLr() (MedicalNerApproach method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMappingsColumn">setMappingsColumn() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMappingsColumn">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMappingsColumn">setMappingsColumn() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMaskingPolicy">setMaskingPolicy() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMaskingPolicy">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMaskingPolicy">setMaskingPolicy() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMaxCharNgramFingerprint">setMaxCharNgramFingerprint() (ChunkMapperFuzzyMatchingParams method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/beam_search_params/index.html#sparknlp_jsl.annotator.qa.beam_search_params.BeamSearchParams.setMaxContextLength">setMaxContextLength() (BeamSearchParams method)</a>
@@ -4438,6 +4326,8 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/classification/document_ml_classifier/index.html#sparknlp_jsl.annotator.classification.document_ml_classifier.DocumentMLClassifierApproach.setMaxIter">(DocumentMLClassifierApproach method)</a>
 </li>
       </ul></li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setMaxLength">setMaxLength() (InternalDocumentSplitter method)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/beam_search_params/index.html#sparknlp_jsl.annotator.qa.beam_search_params.BeamSearchParams.setMaxNewTokens">setMaxNewTokens() (BeamSearchParams method)</a>
 
       <ul>
@@ -4491,6 +4381,8 @@ <h2 id="S">S</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergeCommonParams.setMergeOverlapping">setMergeOverlapping() (MergeCommonParams method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/router/index.html#sparknlp_jsl.annotator.router.Router.setMetadataField">setMetadataField() (Router method)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setMetaDataFields">setMetaDataFields() (InternalDocumentSplitter method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMinCharNgramFingerprint">setMinCharNgramFingerprint() (ChunkMapperFuzzyMatchingParams method)</a>
 </li>
@@ -4498,20 +4390,12 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.ChunkMapperFuzzyMatchingParams.setMinTokenNgramFingerprint">setMinTokenNgramFingerprint() (ChunkMapperFuzzyMatchingParams method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMinYear">setMinYear() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMinYear">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMinYear">setMinYear() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceResolverParams.setMissAsEmpty">setMissAsEmpty() (SentenceResolverParams method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMode">setMode() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMode">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMode">setMode() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/generic_classifier/generic_classifier/index.html#sparknlp_jsl.annotator.generic_classifier.generic_classifier.GenericClassifierApproach.setModelFile">setModelFile() (GenericClassifierApproach method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.setModelName">setModelName() (TFGraphBuilder method)</a>
@@ -4566,23 +4450,17 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html#sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguatorModel.setNumFirstChars">(NerDisambiguatorModel method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateDate">setObfuscateDate() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateDate">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setObfuscateDate">setObfuscateDate() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefFile">setObfuscateRefFile() (DeIdentification method)</a>
 
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setObfuscateRefFile">(NameChunkObfuscatorApproach method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefSource">setObfuscateRefSource() (DeIdentification method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setObfuscateRefSource">setObfuscateRefSource() (DeIdentificationParams method)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateRefSource">(DeIdentificationModel method)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setObfuscateRefSource">(NameChunkObfuscator method)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setObfuscateRefSource">(NameChunkObfuscatorApproach method)</a>
@@ -4596,12 +4474,8 @@ <h2 id="S">S</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/merge/chunk_merge/index.html#sparknlp_jsl.annotator.merge.chunk_merge.MergePrioritizationParams.setOrderingFeatures">setOrderingFeatures() (MergePrioritizationParams method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setOutputAsDocument">setOutputAsDocument() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setOutputAsDocument">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setOutputAsDocument">setOutputAsDocument() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertion_chunk_converter/index.html#sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputCol">setOutputCol() (AssertionChunkConverter method)</a>
 
       <ul>
@@ -4730,22 +4604,16 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/filtering_params/index.html#sparknlp_jsl.annotator.filtering_params.FilteringParams.setRegex">setRegex() (FilteringParams method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexOverride">setRegexOverride() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegexOverride">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setRegexOverride">setRegexOverride() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html#sparknlp_jsl.annotator.ner.ner_chunker.NerChunker.setRegexParsers">setRegexParsers() (NerChunker method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionary">setRegexPatternsDictionary() (DeIdentification method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegion">setRegion() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegion">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionaryAsJsonString">setRegexPatternsDictionaryAsJsonString() (DeIdentification method)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setRegion">setRegion() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html#sparknlp_jsl.annotator.chunker.chunkmapper.CommonChunkMapperParams.setRel">setRel() (CommonChunkMapperParams method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.html#sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel.setRelationalCategories">setRelationalCategories() (ZeroShotRelationExtractionModel method)</a>
@@ -4784,34 +4652,22 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html#sparknlp_jsl.annotator.chunker.chunkmapper_filterer.ChunkMapperFilterer.setReturnCriteria">setReturnCriteria() (ChunkMapperFilterer method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setReturnEntityMappings">setReturnEntityMappings() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setReturnEntityMappings">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setReturnEntityMappings">setReturnEntityMappings() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/embeddings/extractive_summarization/index.html#sparknlp_jsl.annotator.embeddings.extractive_summarization.ExtractiveSummarization.setReturnSingleDocument">setReturnSingleDocument() (ExtractiveSummarization method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/disambiguation/ner_disambiguator/index.html#sparknlp_jsl.annotator.disambiguation.ner_disambiguator.NerDisambiguator.setS3KnowledgeBaseName">setS3KnowledgeBaseName() (NerDisambiguator method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameEntityThreshold">setSameEntityThreshold() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameEntityThreshold">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSameEntityThreshold">setSameEntityThreshold() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setSameLength">setSameLength() (NameChunkObfuscator method)</a>
 
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscatorApproach.setSameLength">(NameChunkObfuscatorApproach method)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameLengthFormattedEntities">setSameLengthFormattedEntities() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameLengthFormattedEntities">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSameLengthFormattedEntities">setSameLengthFormattedEntities() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/seq2seq/text2sql/index.html#sparknlp_jsl.annotator.seq2seq.text2sql.Text2SQL.setSchema">setSchema() (Text2SQL method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html#sparknlp_jsl.annotator.ner.iob_tagger.IOBTagger.setScheme">setScheme() (IOBTagger method)</a>
@@ -4824,11 +4680,9 @@ <h2 id="S">S</h2>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverModel.setSearchTree">setSearchTree() (SentenceEntityResolverModel method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSeed">setSeed() (DeIdentification method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSeed">setSeed() (DeIdentificationParams method)</a>
 
       <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSeed">(DeIdentificationModel method)</a>
-</li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html#sparknlp_jsl.annotator.deid.doccument_hashcoder.DocumentHashCoder.setSeed">(DocumentHashCoder method)</a>
 </li>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/name_obfuscator/index.html#sparknlp_jsl.annotator.deid.name_obfuscator.NameChunkObfuscator.setSeed">(NameChunkObfuscator method)</a>
@@ -4841,6 +4695,8 @@ <h2 id="S">S</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSelectiveObfuscationModes">setSelectiveObfuscationModes() (DeIdentification method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html#sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction.ChunkKeyPhraseExtraction.setSelectMostDifferent">setSelectMostDifferent() (ChunkKeyPhraseExtraction method)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setSentenceAwareness">setSentenceAwareness() (InternalDocumentSplitter method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setSentenceTokenIndex">setSentenceTokenIndex() (MedicalNerApproach method)</a>
 
@@ -4855,6 +4711,8 @@ <h2 id="S">S</h2>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/embeddings/extractive_summarization/index.html#sparknlp_jsl.annotator.embeddings.extractive_summarization.ExtractiveSummarization.setSimilarityThreshold">setSimilarityThreshold() (ExtractiveSummarization method)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setSplitMode">setSplitMode() (InternalDocumentSplitter method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html#sparknlp_jsl.annotator.source_tracking_metadata_params.SourceTrackingMetadataParams.setStandardFieldKey">setStandardFieldKey() (SourceTrackingMetadataParams method)</a>
 </li>
@@ -4926,12 +4784,8 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html#sparknlp_jsl.annotator.tf_graph_builder.TFGraphBuilder.settOutputAct">settOutputAct() (TFGraphBuilder method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUnnormalizedDateMode">setUnnormalizedDateMode() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUnnormalizedDateMode">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUnnormalizedDateMode">setUnnormalizedDateMode() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.setUseAuxLabel">setUseAuxLabel() (SentenceEntityResolverApproach method)</a>
 
       <ul>
@@ -4952,18 +4806,10 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.html#sparknlp_jsl.annotator.deid.replacer.Replacer.setUseReplacement">setUseReplacement() (Replacer method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShifDays">setUseShifDays() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShifDays">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUseShifDays">setUseShifDays() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShiftDays">setUseShiftDays() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShiftDays">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUseShiftDays">setUseShiftDays() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/assertion/assertionDL/index.html#sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setValidationSplit">setValidationSplit() (AssertionDLApproach method)</a>
 
       <ul>
@@ -4990,12 +4836,8 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html#sparknlp_jsl.annotator.windowed.windowed_sentence.WindowedParams.setWindowSize">setWindowSize() (WindowedParams method)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setZipCodeTag">setZipCodeTag() (DeIdentification method)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setZipCodeTag">(DeIdentificationModel method)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setZipCodeTag">setZipCodeTag() (DeIdentificationParams method)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/relation_extraction/index.html#sparknlp_jsl.annotator.re.relation_extraction.RelationExtractionApproach.setverrideExistingLabels">setОverrideExistingLabels() (RelationExtractionApproach method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html#sparknlp_jsl.annotator.context.contextual_parser.ContextualParserApproach.shortestContextMatch">shortestContextMatch (ContextualParserApproach attribute)</a>
@@ -5036,8 +4878,6 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/router/index.html#sparknlp_jsl.annotator.router.Router.skipLPInputColsValidation">(Router attribute)</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice">slice() (NerModel static method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/ner_dl/ner_model/index.html#sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice">[1]</a>
 
       <ul>
@@ -5067,6 +4907,8 @@ <h2 id="S">S</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/assertion_dl/index.html#module-sparknlp_jsl._tf_graph_builders.assertion_dl">module</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li>
     sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model
 
@@ -5527,6 +5369,13 @@ <h2 id="S">S</h2>
 
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/index.html#module-sparknlp_jsl.annotator.deid">module</a>
+</li>
+      </ul></li>
+      <li>
+    sparknlp_jsl.annotator.deid.deidentication_params
+
+      <ul>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#module-sparknlp_jsl.annotator.deid.deidentication_params">module</a>
 </li>
       </ul></li>
       <li>
@@ -5870,6 +5719,20 @@ <h2 id="S">S</h2>
 
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html#module-sparknlp_jsl.annotator.source_tracking_metadata_params">module</a>
+</li>
+      </ul></li>
+      <li>
+    sparknlp_jsl.annotator.splitter
+
+      <ul>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/index.html#module-sparknlp_jsl.annotator.splitter">module</a>
+</li>
+      </ul></li>
+      <li>
+    sparknlp_jsl.annotator.splitter.internal_document_splitter
+
+      <ul>
+        <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#module-sparknlp_jsl.annotator.splitter.internal_document_splitter">module</a>
 </li>
       </ul></li>
       <li>
@@ -6629,6 +6492,10 @@ <h2 id="S">S</h2>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.html#sparknlp_jsl.utils.training_log_parser_utils.split_tag">split_tag() (in module sparknlp_jsl.utils.training_log_parser_utils)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.splitMode">splitMode (InternalDocumentSplitter attribute)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/index.html#sparknlp_jsl.annotator.splitter">splitter (in module sparknlp_jsl.annotator)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.html#sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SQL">SQL (InternalAnnotatorType attribute)</a>
 </li>
@@ -6836,12 +6703,8 @@ <h2 id="U">U</h2>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell">UGRNNCell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.unnormalizedDateMode">unnormalizedDateMode (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.unnormalizedDateMode">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.unnormalizedDateMode">unnormalizedDateMode (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/noisy_labels/noisy_label_fixing/index.html#sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.update_with_model_predictions">update_with_model_predictions() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/updateModels/index.html#sparknlp_jsl.updateModels.UpdateModels.updateCacheModels">updateCacheModels() (UpdateModels static method)</a>
@@ -6878,12 +6741,8 @@ <h2 id="U">U</h2>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/replacer/index.html#sparknlp_jsl.annotator.deid.replacer.Replacer.useReplacement">useReplacement (Replacer attribute)</a>
 </li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.useShifDays">useShifDays (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.useShifDays">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.useShifDays">useShifDays (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
   </ul></td>
 </tr></table>
 
@@ -6958,6 +6817,8 @@ <h2 id="Z">Z</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/tf2contrib/core_rnn_cell/index.html#sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state">(OutputProjectionWrapper method)</a>
 </li>
       </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/zero_shot_ner/index.html#sparknlp_jsl.annotator.ner.zero_shot_ner.ZeroShotNerModel">ZeroShotNerModel (class in sparknlp_jsl.annotator.ner.zero_shot_ner)</a>
 
       <ul>
@@ -6966,8 +6827,6 @@ <h2 id="Z">Z</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/legal/token_classification/ner/zero_shot_ner/index.html#sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel">(class in sparknlp_jsl.legal.token_classification.ner.zero_shot_ner)</a>
 </li>
       </ul></li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/re/zero_shot_relation_extraction/index.html#sparknlp_jsl.annotator.re.zero_shot_relation_extraction.ZeroShotRelationExtractionModel">ZeroShotRelationExtractionModel (class in sparknlp_jsl.annotator.re.zero_shot_relation_extraction)</a>
 
       <ul>
@@ -6976,12 +6835,8 @@ <h2 id="Z">Z</h2>
         <li><a href="reference/autosummary/sparknlp_jsl/legal/graph/relation_extraction/zero_shot_relation_extraction/index.html#sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel">(class in sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction)</a>
 </li>
       </ul></li>
-      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.zipCodeTag">zipCodeTag (DeIdentification attribute)</a>
-
-      <ul>
-        <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.zipCodeTag">(DeIdentificationModel attribute)</a>
+      <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.zipCodeTag">zipCodeTag (DeIdentificationParams attribute)</a>
 </li>
-      </ul></li>
   </ul></td>
 </tr></table>
 
diff --git a/docs/licensed/api/python/objects.inv b/docs/licensed/api/python/objects.inv
index e049bf3a4b..9f6d9de305 100644
Binary files a/docs/licensed/api/python/objects.inv and b/docs/licensed/api/python/objects.inv differ
diff --git a/docs/licensed/api/python/py-modindex.html b/docs/licensed/api/python/py-modindex.html
index 6899c441c4..13aa2d2078 100644
--- a/docs/licensed/api/python/py-modindex.html
+++ b/docs/licensed/api/python/py-modindex.html
@@ -640,6 +640,11 @@ <h1>Python Module Index</h1>
        <td>&#160;&#160;&#160;
        <a href="reference/autosummary/sparknlp_jsl/annotator/deid/index.html#module-sparknlp_jsl.annotator.deid"><code class="xref">sparknlp_jsl.annotator.deid</code></a></td><td>
        <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="reference/autosummary/sparknlp_jsl/annotator/deid/deidentication_params/index.html#module-sparknlp_jsl.annotator.deid.deidentication_params"><code class="xref">sparknlp_jsl.annotator.deid.deidentication_params</code></a></td><td>
+       <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
@@ -885,6 +890,16 @@ <h1>Python Module Index</h1>
        <td>&#160;&#160;&#160;
        <a href="reference/autosummary/sparknlp_jsl/annotator/source_tracking_metadata_params/index.html#module-sparknlp_jsl.annotator.source_tracking_metadata_params"><code class="xref">sparknlp_jsl.annotator.source_tracking_metadata_params</code></a></td><td>
        <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="reference/autosummary/sparknlp_jsl/annotator/splitter/index.html#module-sparknlp_jsl.annotator.splitter"><code class="xref">sparknlp_jsl.annotator.splitter</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="reference/autosummary/sparknlp_jsl/annotator/splitter/internal_document_splitter/index.html#module-sparknlp_jsl.annotator.splitter.internal_document_splitter"><code class="xref">sparknlp_jsl.annotator.splitter.internal_document_splitter</code></a></td><td>
+       <em></em></td></tr>
      <tr class="cg-1">
        <td></td>
        <td>&#160;&#160;&#160;
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html
index 127e6ea597..9b33745680 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/annotation_merger/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
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 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.html
index e48b6a5579..187836a442 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_converter/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html
index 04f750b312..7557ede0b1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_key_phrase_extraction/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html
index 9de1b643c7..060c190ca5 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunk_sentence_splitter/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
@@ -443,16 +448,17 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <table class="autosummary longtable table autosummary">
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter" title="sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ChunkSentenceSplitter</span></code></a></p></td>
-<td><p>Split the document using the chunks that you provided,and put in the metadata the chunk entity.</p></td>
+<td><p>An annotator that splits a document into sentences based on provided chunks.</p></td>
 </tr>
 </tbody>
 </table>
 <dl class="py class">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ChunkSentenceSplitter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">classname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">java_model</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter" title="Permalink to this definition">#</a></dt>
-<dd><p>Split the document using the chunks that you provided,and put in the metadata the chunk entity.
-The first piece of documento to the first chunk will have the entity as header.</p>
-<p>Use the identifier or field as a entity.</p>
+<dd><p>An annotator that splits a document into sentences based on provided chunks.
+The first piece of the document is treated as a header, and subsequent chunks are labeled with their associated entities.</p>
+<p>This annotator is particularly useful when identifying titles and subtitles using Named Entity Recognition (NER),
+followed by a paragraph-level split.</p>
 <table class="table">
 <thead>
 <tr class="row-odd"><th class="head"><p>Input Annotation types</p></th>
@@ -468,22 +474,33 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
-<dt><strong>inputType</strong></dt><dd><p>The type of the entity that you want to filter by default sentence_embeddings.Possible values
-<code class="docutils literal notranslate"><span class="pre">document|token|wordpiece|word_embeddings|sentence_embeddings|category|date|sentiment|pos|chunk|named_entity|regex|dependency|labeled_dependency|language|keyword</span></code></p>
+<dt><strong>groupBySentences: bool</strong></dt><dd><p>Whether to split a document into paragraphs by grouping chunks by sentences.
+If set to False, it assumes a single document annotation for all chunks.
+Set to True if you want to group chunks by sentences, and the input column of your chunk annotator is generated by a sentence detector.
+Default: True</p>
+</dd>
+<dt><strong>insertChunk: bool</strong></dt><dd><p>Whether to include the chunk in the resulting sentences or not.
+When <cite>insertChunk</cite> is set to True, the chunk will be added to the generated sentences.
+If set to False, the chunk will be omitted from the sentences.
+Default: True</p>
+</dd>
+<dt><strong>defaultEntity: str</strong></dt><dd><p>Defining the default name for the entity that represents content between the beginning of the document and the first chunk.
+Default: ‘introduction’</p>
 </dd>
-<dt><strong>Examples</strong></dt><dd></dd>
-<dt><strong>——–</strong></dt><dd></dd>
-<dt><strong>&gt;&gt;&gt; document = DocumentAssembler().setInputCol(“text”).setOutputCol(“document”)</strong></dt><dd></dd>
-<dt><a href="#id1"><span class="problematic" id="id2">**</span></a>&gt;&gt;&gt; regexMatcher = RegexMatcher().setExternalRules(“../src/test/resources/chunker/title_regex.txt”, “,”) **</dt><dd></dd>
-<dt><a href="#id3"><span class="problematic" id="id4">**</span></a>…     .setInputCols(“document”) **</dt><dd></dd>
-<dt><a href="#id5"><span class="problematic" id="id6">**</span></a>…     .setOutputCol(“chunks”) **</dt><dd></dd>
-<dt><strong>&gt;&gt;&gt; chunkSentenceSplitter = ChunkSentenceSplitter().setInputCols(“chunks”,”document”).setOutputCol(“paragraphs”)</strong></dt><dd></dd>
-<dt><strong>&gt;&gt;&gt; pipeline = Pipeline().setStages([documentAssembler,regexMatcher,chunkSentenceSplitter])</strong></dt><dd></dd>
-<dt><strong>&gt;&gt;&gt; result = pipeline.fit(data).transform(data).select(“paragraphs”)</strong></dt><dd></dd>
-<dt><strong>&gt;&gt;&gt; result.show()</strong></dt><dd></dd>
 </dl>
 </dd>
 </dl>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">document</span> <span class="o">=</span> <span class="n">DocumentAssembler</span><span class="p">()</span><span class="o">.</span><span class="n">setInputCol</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;document&quot;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">regexMatcher</span> <span class="o">=</span> <span class="n">RegexMatcher</span><span class="p">()</span><span class="o">.</span><span class="n">setExternalRules</span><span class="p">(</span><span class="s2">&quot;../src/test/resources/chunker/title_regex.txt&quot;</span><span class="p">,</span> <span class="s2">&quot;,&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">(</span><span class="s2">&quot;document&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;chunks&quot;</span><span class="p">)</span> \
+<span class="gp">&gt;&gt;&gt; </span><span class="n">chunkSentenceSplitter</span> <span class="o">=</span> <span class="n">ChunkSentenceSplitter</span><span class="p">()</span><span class="o">.</span><span class="n">setInputCols</span><span class="p">(</span><span class="s2">&quot;chunks&quot;</span><span class="p">,</span><span class="s2">&quot;document&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;paragraphs&quot;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">()</span><span class="o">.</span><span class="n">setStages</span><span class="p">([</span><span class="n">documentAssembler</span><span class="p">,</span><span class="n">regexMatcher</span><span class="p">,</span><span class="n">chunkSentenceSplitter</span><span class="p">])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">result</span> <span class="o">=</span> <span class="n">pipeline</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">data</span><span class="p">)</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">data</span><span class="p">)</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">&quot;paragraphs&quot;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">result</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.inputAnnotatorTypes">
 <span class="sig-name descname"><span class="pre">inputAnnotatorTypes</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.inputAnnotatorTypes" title="Permalink to this definition">#</a></dt>
@@ -517,16 +534,14 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setGroupBySentences">
 <span class="sig-name descname"><span class="pre">setGroupBySentences</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setGroupBySentences" title="Permalink to this definition">#</a></dt>
-<dd><dl class="simple">
-<dt>Sets the groupBySentences that allow split the paragraphs grouping the chunks by sentences.</dt><dd><p>If is false we assume that we have 1 document annotations and all chunks are for this document.
-Use false if the input column of your chunk annotator was a sentenceDetector column.
-Use true when we have a sentence detector as input column or when the document have many sentences per row</p>
-</dd>
-</dl>
+<dd><p>Sets the groupBySentences property, which determines whether to split a document into paragraphs by grouping chunks by sentences.
+If set to False, it assumes a single document annotation for all chunks.
+Set to True if you want to group chunks by sentences, and the input column of your chunk annotator is generated by a sentence detector.
+Default: True</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
-<dt><strong>value</strong><span class="classifier">Boolean</span></dt><dd><p>Allow split the paragraphs grouping the chunks by sentences</p>
+<dt><strong>value</strong><span class="classifier">Boolean</span></dt><dd><p>Whether to split a document into paragraphs by grouping chunks by sentence. Default: True</p>
 </dd>
 </dl>
 </dd>
@@ -536,11 +551,13 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setInsertChunk">
 <span class="sig-name descname"><span class="pre">setInsertChunk</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setInsertChunk" title="Permalink to this definition">#</a></dt>
-<dd><p>Whether to insert the chunk in the paragraph or not.</p>
+<dd><p>Sets the value for the <cite>insertChunk</cite> parameter, determining whether to include the chunk in the resulting sentences or not.
+When <cite>insertChunk</cite> is set to True, the chunk will be added to the generated sentences.
+If set to False, the chunk will be omitted from the sentences.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
-<dt><strong>value</strong><span class="classifier">Boolean</span></dt><dd><p>Whether to insert the chunk in the paragraph or not.</p>
+<dt><strong>value</strong><span class="classifier">Boolean</span></dt><dd><p>Whether to insert the chunk in the sentences or not. Default: True</p>
 </dd>
 </dl>
 </dd>
@@ -550,11 +567,11 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setDefaultEntity">
 <span class="sig-name descname"><span class="pre">setDefaultEntity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunk_sentence_splitter.ChunkSentenceSplitter.setDefaultEntity" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets the key in the metadata dictionary that you want to filter (by default ‘entity’)</p>
+<dd><p>Sets <cite>defaultEntity</cite>, defining the default name for the entity that represents content between the beginning of the document and the first chunk.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
-<dt><strong>value</strong><span class="classifier">str</span></dt><dd><p>The key in the metadata dictionary that you want to filter (by default ‘entity’)</p>
+<dt><strong>value</strong><span class="classifier">str</span></dt><dd><p>Defining the default name for the entity that represents content between the beginning of the document and the first chunk.</p>
 </dd>
 </dl>
 </dd>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html
index 9d81504ca2..3f6c721c3c 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunker_filterer/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
@@ -557,6 +562,11 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <span class="sig-name descname"><span class="pre">entitiesConfidenceResource</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.entitiesConfidenceResource" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.entitiesConfidenceResourceAsJsonString">
+<span class="sig-name descname"><span class="pre">entitiesConfidenceResourceAsJsonString</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.entitiesConfidenceResourceAsJsonString" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setFilterEntity">
 <span class="sig-name descname"><span class="pre">setFilterEntity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filter_by</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setFilterEntity" title="Permalink to this definition">#</a></dt>
@@ -591,6 +601,20 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setEntitiesConfidenceResourceAsJsonString">
+<span class="sig-name descname"><span class="pre">setEntitiesConfidenceResourceAsJsonString</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">json</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setEntitiesConfidenceResourceAsJsonString" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets the entitiesConfidenceResource parameter as JSON String.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>json</strong><span class="classifier">str</span></dt><dd><p>string given as JSON with entity pairs to remove chunks based on the confidence level</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
 </dd></dl>
 
 <dl class="py class">
@@ -793,8 +817,10 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.outputAnnotatorType"><code class="docutils literal notranslate"><span class="pre">ChunkFiltererApproach.outputAnnotatorType</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.name"><code class="docutils literal notranslate"><span class="pre">ChunkFiltererApproach.name</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.entitiesConfidenceResource"><code class="docutils literal notranslate"><span class="pre">ChunkFiltererApproach.entitiesConfidenceResource</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.entitiesConfidenceResourceAsJsonString"><code class="docutils literal notranslate"><span class="pre">ChunkFiltererApproach.entitiesConfidenceResourceAsJsonString</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setFilterEntity"><code class="docutils literal notranslate"><span class="pre">ChunkFiltererApproach.setFilterEntity()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setEntitiesConfidenceResource"><code class="docutils literal notranslate"><span class="pre">ChunkFiltererApproach.setEntitiesConfidenceResource()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFiltererApproach.setEntitiesConfidenceResourceAsJsonString"><code class="docutils literal notranslate"><span class="pre">ChunkFiltererApproach.setEntitiesConfidenceResourceAsJsonString()</span></code></a></li>
 </ul>
 </li>
 <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker.chunker_filterer.ChunkFilterer"><code class="docutils literal notranslate"><span class="pre">ChunkFilterer</span></code></a><ul class="nav section-nav flex-column">
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html
index 1c4e7cc669..bfb7c1e5c9 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html
index 2f98fa23ef..2ba4c6c645 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/chunker/chunkmapper_filterer/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
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-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
index a829228f90..0f9494a50e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/index.html
index b7f5f3efa2..60b4d0d25d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html
index 9677b8cd7a..edc45e81c7 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2 current active"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
@@ -456,6 +461,14 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <dd><p>Contains all the methods for training a DeIdentificationModel model.
 This module can obfuscate or mask the entities that contains personal information. These can be set with a file of
 regex patterns with setRegexPatternsDictionary, where each line is a mapping of entity to regex</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>If the mode is set to ‘obfuscate’, the DeIdentificationModel utilizes <strong>java.security.SecureRandom</strong> for generating fake data.
+You can select a generation algorithm by configuring the system environment variable <strong>SPARK_NLP_JSL_SEED_ALGORITHM</strong>.
+The chosen algorithm may impact the generation of fake data, performance, and potential blocking issues.
+For information about standard RNG algorithm names, refer to the SecureRandom section in the <a class="reference external" href="https://docs.oracle.com/javase/8/docs/technotes/guides/security/StandardNames.html#SecureRandom">Number Generation Algorithms</a>.
+The default algorithm is ‘SHA1PRNG’.</p>
+</div>
 <table class="table">
 <thead>
 <tr class="row-odd"><th class="head"><p>Input Annotation types</p></th>
@@ -468,81 +481,18 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </tr>
 </tbody>
 </table>
+<p>The configuration params for that module are in class DeidentificationParams.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl>
 <dt><strong>regexPatternsDictionary</strong></dt><dd><p>Dictionary with regular expression patterns that match some protected entity</p>
 </dd>
-<dt><strong>mode</strong></dt><dd><p>Mode for Anonimizer [‘mask’|’obfuscate’]</p>
-</dd>
-<dt><strong>obfuscateDate</strong></dt><dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. This param helps in consistency to make dateFormats more visible.
-When setting to <code class="docutils literal notranslate"><span class="pre">true</span></code>, make sure dateFormats param fits the needs (default: false)
-If the value is true and obfuscation is failed, then unnormalizedDateMode param will be activated.
-When setting to ‘false’, then the date will be masked to &lt;DATE&gt;
-Default: false</p>
-</dd>
 <dt><strong>obfuscateRefFile</strong></dt><dd><p>File with the terms to be used for Obfuscation</p>
 </dd>
 <dt><strong>refFileFormat</strong></dt><dd><p>Format of the reference file</p>
 </dd>
 <dt><strong>refSep</strong></dt><dd><p>Sep character in refFile</p>
 </dd>
-<dt><strong>dateTag</strong></dt><dd><p>Tag representing dates in the obfuscate reference file (default: DATE)</p>
-</dd>
-<dt><strong>days</strong></dt><dd><p>A number of days to obfuscate the dates by displacement. If not provided a random integer between 1 and 60 will be used</p>
-</dd>
-<dt><strong>dateToYear</strong></dt><dd><p>True if we want the model to transform dates into years, False otherwise.</p>
-</dd>
-<dt><strong>minYear</strong></dt><dd><p>Minimum year to be used when transforming dates into years. Default: ‘1929’</p>
-</dd>
-<dt><strong>dateFormats</strong></dt><dd><p>List of date formats to automatically displace if parsed</p>
-</dd>
-<dt><strong>consistentObfuscation</strong></dt><dd><p>Whether to replace very similar entities in a document with the same randomized term (default: true)
-The similarity is based on the Levenshtein Distance between the words.</p>
-</dd>
-<dt><strong>sameEntityThreshold</strong></dt><dd><p>Similarity threshold [0.0-1.0] to consider two appearances of an entity as <code class="docutils literal notranslate"><span class="pre">the</span> <span class="pre">same</span></code> (default: 0.9).</p>
-</dd>
-<dt><strong>obfuscateRefSource</strong></dt><dd><p>The source of obfuscation of to obfuscate the entities. For dates entities, This property is invalid.
-The values ar the following:
-file: Takes the entities from the obfuscatorRefFile
-faker: Takes the entities from the Faker module
-both : Takes the entities from the obfuscatorRefFile and the faker module randomly.</p>
-</dd>
-<dt><strong>regexOverride</strong></dt><dd><p>If is true prioritize the regex entities, if is false prioritize the ner.</p>
-</dd>
-<dt><strong>language</strong></dt><dd><p>The language used to select the regex file and some faker entities.
-The values are the following:
-‘en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian). Default:’en’.</p>
-</dd>
-<dt><strong>seed</strong></dt><dd><p>It is the seed to select the entities on obfuscate mode. With the seed,
-you can reply to an execution several times with the same output.</p>
-</dd>
-<dt><strong>ignoreRegex</strong></dt><dd><p>Select if you want to use the regex file loaded in the model. If true the default regex file will be not used.
-The default value is false.</p>
-</dd>
-<dt><strong>isRandomDateDisplacement</strong></dt><dd><p>Use a random displacement days in dates entities, that random number is based on the <a href="#id1"><span class="problematic" id="id2">:param:`seed`</span></a>
-If true use random displacement days in dates entities, if false use the <a href="#id3"><span class="problematic" id="id4">:param:`days`</span></a>
-The default value is false.</p>
-</dd>
-<dt><strong>mappingsColumn</strong></dt><dd><p>This is the mapping column that will return the Annotations chunks with the fake entities.</p>
-</dd>
-<dt><strong>returnEntityMappings</strong></dt><dd><p>With this property, you can select if you want to return mapping column</p>
-</dd>
-<dt><strong>blackList</strong></dt><dd><p>List of entities that will be ignored in the regex file. The rest will be processed.
-The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”</p>
-</dd>
-<dt><strong>maskingPolicy</strong></dt><dd><dl class="simple">
-<dt>Select the masking policy:</dt><dd><p>same_length_chars: Replace the obfuscated entity with a masking sequence composed of asterisks and surrounding squared brackets, being the total length of the masking sequence of the same length as the original sequence.
-Example, Smith -&gt; [<a href="#id5"><span class="problematic" id="id6">**</span></a><a href="#id7"><span class="problematic" id="id8">*</span></a>].
-If the entity is less than 3 chars (like Jo, or 5), asterisks without brackets will be returned.
-entity_labels: Replace the values with the corresponding entity labels.
-fixed_length_chars: Replace the obfuscated entity with a masking sequence composed of a fixed number of asterisks.</p>
-</dd>
-</dl>
-</dd>
-<dt><strong>sameLengthFormattedEntities</strong></dt><dd><p>List of formatted entities to generate the same length outputs as original ones during obfuscation.
-The supported and default formatted entities are: PHONE, FAX, ID, IDNUM, BIOID, MEDICALRECORD, ZIP, VIN, SSN, DLN, LICENSE, PLATE</p>
-</dd>
 <dt><strong>selectiveObfuscationModesPath</strong></dt><dd><dl class="simple">
 <dt>Dictionary path where is the json that contains the selective obfuscation modes</dt><dd><p>‘obfuscate’: Replace the values with random values.
 ‘mask_same_length_chars’: Replace the name with the asterisks with same length minus two plus brackets on both end.
@@ -551,7 +501,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 ‘skip’: Skip the values (intact)</p>
 </dd>
 </dl>
-<p>The entities which have not been given in dictionary will deidentify according to <a href="#id9"><span class="problematic" id="id10">:param:`mode`</span></a></p>
+<p>The entities which have not been given in dictionary will deidentify according to <a href="#id1"><span class="problematic" id="id2">:param:`mode`</span></a></p>
 </dd>
 <dt><strong>entityCasingModesPath</strong></dt><dd><dl class="simple">
 <dt>Dictionary path where is the json that contains the entity casing modes.</dt><dd><p>‘lowercase’: Converts all characters to lower case using the rules of the default locale.
@@ -561,15 +511,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </dd>
 </dl>
 </dd>
-<dt><strong>genderAwareness</strong></dt><dd><p>Whether to use gender-aware names or not during obfuscation. This param effects only names.
-If the value is true, it might decrease performance. Default: False</p>
-</dd>
-<dt><strong>ageRangesByHipaa</strong></dt><dd><p>Whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.
-The HIPAA Privacy Rule mandates that ages from patients older than 90 years must be obfuscated,
-while age for patients 90 years or younger can remain unchanged.
-If True, age entities larger than 90 will be obfuscated as per HIPAA Privacy Rule, the others will remain unchanged.
-If False, <cite>ageRanges</cite> parameter is valid. Default: False.</p>
-</dd>
 </dl>
 </dd>
 </dl>
@@ -668,23 +609,13 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mode">
-<span class="sig-name descname"><span class="pre">mode</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mode" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.maskingPolicy">
-<span class="sig-name descname"><span class="pre">maskingPolicy</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.maskingPolicy" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.fixedMaskLength">
-<span class="sig-name descname"><span class="pre">fixedMaskLength</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.fixedMaskLength" title="Permalink to this definition">#</a></dt>
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexPatternsDictionaryAsJsonString">
+<span class="sig-name descname"><span class="pre">regexPatternsDictionaryAsJsonString</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexPatternsDictionaryAsJsonString" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateDate">
-<span class="sig-name descname"><span class="pre">obfuscateDate</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateDate" title="Permalink to this definition">#</a></dt>
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.combineRegexPatterns">
+<span class="sig-name descname"><span class="pre">combineRegexPatterns</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.combineRegexPatterns" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
 <dl class="py attribute">
@@ -702,121 +633,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <span class="sig-name descname"><span class="pre">refSep</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.refSep" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateTag">
-<span class="sig-name descname"><span class="pre">dateTag</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateTag" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.zipCodeTag">
-<span class="sig-name descname"><span class="pre">zipCodeTag</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.zipCodeTag" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.days">
-<span class="sig-name descname"><span class="pre">days</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.days" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateToYear">
-<span class="sig-name descname"><span class="pre">dateToYear</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateToYear" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.minYear">
-<span class="sig-name descname"><span class="pre">minYear</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.minYear" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateFormats">
-<span class="sig-name descname"><span class="pre">dateFormats</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateFormats" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.consistentObfuscation">
-<span class="sig-name descname"><span class="pre">consistentObfuscation</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.consistentObfuscation" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameEntityThreshold">
-<span class="sig-name descname"><span class="pre">sameEntityThreshold</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameEntityThreshold" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefSource">
-<span class="sig-name descname"><span class="pre">obfuscateRefSource</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefSource" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexOverride">
-<span class="sig-name descname"><span class="pre">regexOverride</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexOverride" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.seed" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ignoreRegex">
-<span class="sig-name descname"><span class="pre">ignoreRegex</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ignoreRegex" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.isRandomDateDisplacement">
-<span class="sig-name descname"><span class="pre">isRandomDateDisplacement</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.isRandomDateDisplacement" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mappingsColumn">
-<span class="sig-name descname"><span class="pre">mappingsColumn</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mappingsColumn" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.returnEntityMappings">
-<span class="sig-name descname"><span class="pre">returnEntityMappings</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.returnEntityMappings" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.blackList">
-<span class="sig-name descname"><span class="pre">blackList</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.blackList" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.language">
-<span class="sig-name descname"><span class="pre">language</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.language" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.useShifDays">
-<span class="sig-name descname"><span class="pre">useShifDays</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.useShifDays" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.region">
-<span class="sig-name descname"><span class="pre">region</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.region" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.unnormalizedDateMode">
-<span class="sig-name descname"><span class="pre">unnormalizedDateMode</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.unnormalizedDateMode" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRanges">
-<span class="sig-name descname"><span class="pre">ageRanges</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRanges" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAsDocument">
-<span class="sig-name descname"><span class="pre">outputAsDocument</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAsDocument" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameLengthFormattedEntities">
-<span class="sig-name descname"><span class="pre">sameLengthFormattedEntities</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.selectiveObfuscationModesPath">
 <span class="sig-name descname"><span class="pre">selectiveObfuscationModesPath</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.selectiveObfuscationModesPath" title="Permalink to this definition">#</a></dt>
@@ -827,38 +643,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <span class="sig-name descname"><span class="pre">entityCasingModesPath</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.entityCasingModesPath" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.genderAwareness">
-<span class="sig-name descname"><span class="pre">genderAwareness</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.genderAwareness" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRangesByHipaa">
-<span class="sig-name descname"><span class="pre">ageRangesByHipaa</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRangesByHipaa" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getBlackList">
-<span class="sig-name descname"><span class="pre">getBlackList</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getBlackList" title="Permalink to this definition">#</a></dt>
-<dd><p>Return the blackList value.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setLanguage">
-<span class="sig-name descname"><span class="pre">setLanguage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">l</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setLanguage" title="Permalink to this definition">#</a></dt>
-<dd><p>The language used to select the regex file and some faker entities.
-‘en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian).
-Default:’en’</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>l</strong><span class="classifier">str</span></dt><dd><p>The language used to select the regex file and some faker entities.’en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian). Default:’en’.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionary">
 <span class="sig-name descname"><span class="pre">setRegexPatternsDictionary</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">read_as</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">ReadAs.TEXT</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">options</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionary" title="Permalink to this definition">#</a></dt>
@@ -878,55 +662,31 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMode">
-<span class="sig-name descname"><span class="pre">setMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">m</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMode" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets mode for Anonymizer [‘mask’|’obfuscate’]</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>m</strong><span class="classifier">str</span></dt><dd><p>Mode for Anonymizer [‘mask’|’obfuscate’]</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMaskingPolicy">
-<span class="sig-name descname"><span class="pre">setMaskingPolicy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">m</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMaskingPolicy" title="Permalink to this definition">#</a></dt>
-<dd><dl class="simple">
-<dt>Sets the masking policy:</dt><dd><p>same_length_chars: Replace the obfuscated entity with a masking sequence composed of asterisks and surrounding squared brackets, being the total length of the masking sequence of the same length as the original sequence.
-Example, Smith -&gt; [<a href="#id11"><span class="problematic" id="id12">**</span></a><a href="#id13"><span class="problematic" id="id14">*</span></a>].
-If the entity is less than 3 chars (like Jo, or 5), asterisks without brackets will be returned.
-entity_labels: Replace the values with the corresponding entity labels.
-fixed_length_chars: Replace the obfuscated entity with a masking sequence composed of a fixed number of asterisks.</p>
-</dd>
-</dl>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>m</strong><span class="classifier">str</span></dt><dd><p>The masking policy</p>
-</dd>
-</dl>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionaryAsJsonString">
+<span class="sig-name descname"><span class="pre">setRegexPatternsDictionaryAsJsonString</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">json</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionaryAsJsonString" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets dictionary with regular expression patterns as JSON that match some protected entity
+Parameters
+———-
+json : str</p>
+<blockquote>
+<div><p>regex(s) as JSON format.</p>
+</div></blockquote>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setFixedMaskLength">
-<span class="sig-name descname"><span class="pre">setFixedMaskLength</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">length</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setFixedMaskLength" title="Permalink to this definition">#</a></dt>
-<dd><dl class="simple">
-<dt>Fixed mask length: this is the length of the masking sequence that will be used when the ‘fixed_length_chars’ masking</dt><dd><p>policy is selected.</p>
-</dd>
-</dl>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>length</strong><span class="classifier">int</span></dt><dd><p>The mask length</p>
-</dd>
-</dl>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setCombineRegexPatterns">
+<span class="sig-name descname"><span class="pre">setCombineRegexPatterns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setCombineRegexPatterns" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets whether you want to use regex both loaded regex file and default regex file. If the value is ‘True’,
+both file will be used,
+if the value is false either loaded file or default file will be used
+Default: False.
+Parameters
+———-
+s : bool</p>
+<blockquote>
+<div><p>Whether to combine regex files or not. If the value is ‘True’,</p>
+</div></blockquote>
+<p>both file will be used. Default: False.</p>
 </dd></dl>
 
 <dl class="py method">
@@ -972,1095 +732,167 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateTag">
-<span class="sig-name descname"><span class="pre">setDateTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">t</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateTag" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets tag representing dates in the obfuscate reference file (default: DATE)</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>t</strong><span class="classifier">str</span></dt><dd><p>Tag representing dates in the obfuscate reference file (default: DATE)</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setZipCodeTag">
-<span class="sig-name descname"><span class="pre">setZipCodeTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">t</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setZipCodeTag" title="Permalink to this definition">#</a></dt>
-<dd><p>Tag representing zip codes in the obfuscate reference file (default: ZIP)</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>t</strong><span class="classifier">str</span></dt><dd><p>Tag representing zip codes in the obfuscate reference file (default: ZIP)</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateDate">
-<span class="sig-name descname"><span class="pre">setObfuscateDate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateDate" title="Permalink to this definition">#</a></dt>
-<dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. This param helps in consistency to make dateFormats more visible.
-When setting to <code class="docutils literal notranslate"><span class="pre">true</span></code>, make sure dateFormats param fits the needs.
-If the value is <code class="docutils literal notranslate"><span class="pre">true</span></code> and obfuscation is failed, then unnormalizedDateMode param will be activated.
-When setting to <code class="docutils literal notranslate"><span class="pre">false</span></code>, then the date will be masked to &lt;DATE&gt;
-Default: false</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>value</strong><span class="classifier">str</span></dt><dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. Default: false</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDays">
-<span class="sig-name descname"><span class="pre">setDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">d</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDays" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets number of days to obfuscate by displacement the dates.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>d</strong><span class="classifier">int</span></dt><dd><p>Number of days to obfuscate by displacement the dates.</p>
-</dd>
-</dl>
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSelectiveObfuscationModes">
+<span class="sig-name descname"><span class="pre">setSelectiveObfuscationModes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSelectiveObfuscationModes" title="Permalink to this definition">#</a></dt>
+<dd><dl class="simple">
+<dt>Sets a Json path which has a dictionary of modes to enable multi-mode deIdentification.</dt><dd><p>‘obfuscate’: Replace the values with random values.
+‘mask_same_length_chars’: Replace the name with the asterisks with same length minus two plus brackets on both end.
+‘mask_entity_labels’: Replace the values with the entity value.
+‘mask_fixed_length_chars’: Replace the name with the asterisks with fixed length. You can also invoke “setFixedMaskLength()”
+‘skip’: Skip the values (intact)</p>
 </dd>
 </dl>
+<p>The entities which have not been given in dictionary will deidentify according to setMode()
+Parameters
+———-
+path : str</p>
+<blockquote>
+<div><p>Dictionary path where is the json that contains the selective obfuscation modes</p>
+</div></blockquote>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateToYear">
-<span class="sig-name descname"><span class="pre">setDateToYear</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateToYear" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets transform dates into years.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>True if we want the model to transform dates into years, False otherwise.</p>
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setEntityCasingModes">
+<span class="sig-name descname"><span class="pre">setEntityCasingModes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setEntityCasingModes" title="Permalink to this definition">#</a></dt>
+<dd><dl class="simple">
+<dt>Sets a Json path which has a dictionary of modes to select casing modes.</dt><dd><p>‘lowercase’: Converts all characters to lower case using the rules of the default locale.
+‘uppercase’: Converts all characters to upper case using the rules of the default locale.
+‘capitalize’: Converts the first character to upper case and converts others to lower case.
+‘titlecase’: Converts the first character in every token to upper case and converts others to lower case.</p>
 </dd>
 </dl>
+<section id="parameters">
+<h4>Parameters<a class="headerlink" href="#parameters" title="Permalink to this heading">#</a></h4>
+<dl class="simple">
+<dt>path<span class="classifier">str</span></dt><dd><p>Dictionary path where is the json that contains the entity casing modes.</p>
 </dd>
 </dl>
+</section>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMinYear">
-<span class="sig-name descname"><span class="pre">setMinYear</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMinYear" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets minimum year to be used when transforming dates into years. Default: ‘1929’</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">int</span></dt><dd><p>Minimum year to be used when transforming dates into years. Default: ‘1929’</p>
-</dd>
-</dl>
-</dd>
-</dl>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateFormats">
-<span class="sig-name descname"><span class="pre">setDateFormats</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateFormats" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets list of date formats to automatically displace if parsed</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">DeIdentificationModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">classname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">java_model</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel" title="Permalink to this definition">#</a></dt>
+<dd><p>The DeIdentificationModel model can obfuscate or mask the entities that contains personal information. These can be set with a file of
+regex patterns with setRegexPatternsDictionary, where each line is a mapping of entity to regex</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>If the mode is set to ‘obfuscate’, the DeIdentificationModel utilizes <strong>java.security.SecureRandom</strong> for generating fake data.
+You can select a generation algorithm by configuring the system environment variable <strong>SPARK_NLP_JSL_SEED_ALGORITHM</strong>.
+The chosen algorithm may impact the generation of fake data, performance, and potential blocking issues.
+For information about standard RNG algorithm names, refer to the SecureRandom section in the <a class="reference external" href="https://docs.oracle.com/javase/8/docs/technotes/guides/security/StandardNames.html#SecureRandom">Number Generation Algorithms</a>.
+The default algorithm is ‘SHA1PRNG’.</p>
+</div>
+<table class="table">
+<thead>
+<tr class="row-odd"><th class="head"><p>Input Annotation types</p></th>
+<th class="head"><p>Output Annotation type</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">DOCUMENT,</span> <span class="pre">CHUNK,</span> <span class="pre">TOKEN</span></code></p></td>
+<td><p><code class="docutils literal notranslate"><span class="pre">DOCUMENT</span></code></p></td>
+</tr>
+</tbody>
+</table>
+<p>The configuration params for that module are in class DeidentificationParams.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>List of date formats to automatically displace if parsed</p>
+<dt><strong>regexEntities</strong></dt><dd><p>Keep the regex entities used in the regexPatternDictionary</p>
 </dd>
 </dl>
 </dd>
 </dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setConsistentObfuscation">
-<span class="sig-name descname"><span class="pre">setConsistentObfuscation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setConsistentObfuscation" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets whether to replace very similar entities in a document with the same randomized term (default: true).
-The similarity is based on the Levenshtein Distance between the words.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Whether to replace very similar entities in a document with the same randomized term.
-The similarity is based on the Levenshtein Distance between the words.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameEntityThreshold">
-<span class="sig-name descname"><span class="pre">setSameEntityThreshold</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameEntityThreshold" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets similarity threshold [0.0-1.0] to consider two appearances of an entity as <cite>the same</cite> (default: 0.9).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">float</span></dt><dd><p>Similarity threshold [0.0-1.0] to consider two appearances of an entity as <cite>the same</cite> (default: 0.9).</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefSource">
-<span class="sig-name descname"><span class="pre">setObfuscateRefSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefSource" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets mode for select obfuscate source [‘both’|’faker’| ‘file]</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Mode for select obfuscate source [‘both’|’faker’| ‘file]</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexOverride">
-<span class="sig-name descname"><span class="pre">setRegexOverride</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexOverride" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets whether to prioritize regex over ner entities.
-If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
-The default value is false.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to prioritize regex over ner entities</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIgnoreRegex">
-<span class="sig-name descname"><span class="pre">setIgnoreRegex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIgnoreRegex" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets whether you want to use regex or not. If the value is ‘True’,
-it can increase performance but might decrease accuracy. Default: False.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to use regex or not. If the value is ‘True’,</p>
-</dd>
-<dt><strong>it can increase performance but might decrease accuracy. Default: False.</strong></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSeed">
-<span class="sig-name descname"><span class="pre">setSeed</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSeed" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets the seed to select the entities on obfuscate mode. With the seed,
-you can reply to an execution several times with the same output.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">int</span></dt><dd><p>The seed to select the entities on obfuscate mode.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIsRandomDateDisplacement">
-<span class="sig-name descname"><span class="pre">setIsRandomDateDisplacement</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIsRandomDateDisplacement" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets if you want to use random displacement in dates</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Boolean value to select if you want to use random displacement in dates</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMappingsColumn">
-<span class="sig-name descname"><span class="pre">setMappingsColumn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMappingsColumn" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets the name of mapping column that will return the Annotations chunks with the fake entities</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Mapping column that will return the Annotations chunks with the fake entities</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setReturnEntityMappings">
-<span class="sig-name descname"><span class="pre">setReturnEntityMappings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setReturnEntityMappings" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets if you want to return mapping column</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to return the mapping column.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setBlackList">
-<span class="sig-name descname"><span class="pre">setBlackList</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setBlackList" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets a list of entities that will be ignored in the regex file. The rest will be processed.
-The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”
-Parameters
-———-
-s : list</p>
-<blockquote>
-<div><p>List of entities that will be ignored in the regex file. The rest will be processed.</p>
-</div></blockquote>
-<p>The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShifDays">
-<span class="sig-name descname"><span class="pre">setUseShifDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShifDays" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShiftDays">
-<span class="sig-name descname"><span class="pre">setUseShiftDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShiftDays" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets if you want to use the random shift day when the document has this in its metadata. Default: False</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to use the random shift day when the document has this in its metadata. Default: False</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getUseShiftDays">
-<span class="sig-name descname"><span class="pre">getUseShiftDays</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getUseShiftDays" title="Permalink to this definition">#</a></dt>
-<dd><p>Return the useShiftDays value.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegion">
-<span class="sig-name descname"><span class="pre">setRegion</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegion" title="Permalink to this definition">#</a></dt>
-<dd><p>With this property, you can select particular dateFormats. This property is especially used when obfuscating dates.
-For example:
-Decide whether the first part of 11/11/2023 is a day or the second part is a day when obfuscating dates.
-The values are following:
-‘eu’ for European Union
-‘us’ for the USA
-Default: ‘eu’</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>The region to use select date formats. Options: ‘eu’ for European Union, ‘us’ for the USA, Default: ‘eu’</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUnnormalizedDateMode">
-<span class="sig-name descname"><span class="pre">setUnnormalizedDateMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUnnormalizedDateMode" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets the mode to use if the date is not formatted.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>The mode to use if the date is not formatted. [mask, obfuscate, skip] Default: obfuscate</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRanges">
-<span class="sig-name descname"><span class="pre">setAgeRanges</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRanges" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets list of integers specifying limits of the age groups to preserve during obfuscation</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">List[str]</span></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setOutputAsDocument">
-<span class="sig-name descname"><span class="pre">setOutputAsDocument</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">l</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setOutputAsDocument" title="Permalink to this definition">#</a></dt>
-<dd><p>Set whether to return all sentences joined into a single document</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>l</strong><span class="classifier">str</span></dt><dd><p>Whether to return all sentences joined into a single document</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameLengthFormattedEntities">
-<span class="sig-name descname"><span class="pre">setSameLengthFormattedEntities</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets list of formatted entities to generate the same length outputs as original ones during obfuscation</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">List[str]</span></dt><dd></dd>
-<dt><strong>The supported and default formatted entities are: PHONE, FAX, ID, IDNUM, BIOID, MEDICALRECORD, ZIP, VIN, SSN, DLN, LICENSE, PLATE.</strong></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getSameLengthFormattedEntities">
-<span class="sig-name descname"><span class="pre">getSameLengthFormattedEntities</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getSameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
-<dd><p>Returns the sameLengthFormattedEntities value.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSelectiveObfuscationModes">
-<span class="sig-name descname"><span class="pre">setSelectiveObfuscationModes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSelectiveObfuscationModes" title="Permalink to this definition">#</a></dt>
-<dd><dl class="simple">
-<dt>Sets a Json path which has a dictionary of modes to enable multi-mode deIdentification.</dt><dd><p>‘obfuscate’: Replace the values with random values.
-‘mask_same_length_chars’: Replace the name with the asterisks with same length minus two plus brackets on both end.
-‘mask_entity_labels’: Replace the values with the entity value.
-‘mask_fixed_length_chars’: Replace the name with the asterisks with fixed length. You can also invoke “setFixedMaskLength()”
-‘skip’: Skip the values (intact)</p>
-</dd>
-</dl>
-<p>The entities which have not been given in dictionary will deidentify according to setMode()
-Parameters
-———-
-path : str</p>
-<blockquote>
-<div><p>Dictionary path where is the json that contains the selective obfuscation modes</p>
-</div></blockquote>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setEntityCasingModes">
-<span class="sig-name descname"><span class="pre">setEntityCasingModes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setEntityCasingModes" title="Permalink to this definition">#</a></dt>
-<dd><dl class="simple">
-<dt>Sets a Json path which has a dictionary of modes to select casing modes.</dt><dd><p>‘lowercase’: Converts all characters to lower case using the rules of the default locale.
-‘uppercase’: Converts all characters to upper case using the rules of the default locale.
-‘capitalize’: Converts the first character to upper case and converts others to lower case.
-‘titlecase’: Converts the first character in every token to upper case and converts others to lower case.</p>
-</dd>
-</dl>
-<section id="parameters">
-<h4>Parameters<a class="headerlink" href="#parameters" title="Permalink to this heading">#</a></h4>
-<dl class="simple">
-<dt>path<span class="classifier">str</span></dt><dd><p>Dictionary path where is the json that contains the entity casing modes.</p>
-</dd>
-</dl>
-</section>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setGenderAwareness">
-<span class="sig-name descname"><span class="pre">setGenderAwareness</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">l</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setGenderAwareness" title="Permalink to this definition">#</a></dt>
-<dd><p>Set whether to use gender-aware names or not during obfuscation.
-This param effects only names.
-If value is true, it might decrease performance.
-Default: False</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>l</strong><span class="classifier">str</span></dt><dd><p>Whether to use gender-aware names or not during obfuscation. This param effects only names.
-If value is true, it might decrease performance. Default: False</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRangesByHipaa">
-<span class="sig-name descname"><span class="pre">setAgeRangesByHipaa</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRangesByHipaa" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.</p>
-<p>The HIPAA Privacy Rule mandates that ages from patients older than 90 years must be obfuscated,
-while age for patients 90 years or younger can remain unchanged.</p>
-<dl class="simple">
-<dt>Args:</dt><dd><dl class="simple">
-<dt>value (bool): If True, age entities larger than 90 will be obfuscated as per HIPAA Privacy Rule, the others will remain unchanged.</dt><dd><p>If False, <cite>ageRanges</cite> parameter is valid.
-Default: False.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">DeIdentificationModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">classname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">java_model</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel" title="Permalink to this definition">#</a></dt>
-<dd><p>The DeIdentificationModel model can obfuscate or mask the entities that contains personal information. These can be set with a file of
-regex patterns with setRegexPatternsDictionary, where each line is a mapping of entity to regex</p>
-<table class="table">
-<thead>
-<tr class="row-odd"><th class="head"><p>Input Annotation types</p></th>
-<th class="head"><p>Output Annotation type</p></th>
-</tr>
-</thead>
-<tbody>
-<tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">DOCUMENT,</span> <span class="pre">CHUNK,</span> <span class="pre">TOKEN</span></code></p></td>
-<td><p><code class="docutils literal notranslate"><span class="pre">DOCUMENT</span></code></p></td>
-</tr>
-</tbody>
-</table>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>regexPatternsDictionary</strong></dt><dd><p>Dictionary with regular expression patterns that match some protected entity</p>
-</dd>
-<dt><strong>mode</strong></dt><dd><p>Mode for Anonimizer [‘mask’|’obfuscate’]</p>
-</dd>
-<dt><strong>obfuscateDate</strong></dt><dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. This param helps in consistency to make dateFormats more visible.
-When setting to <code class="docutils literal notranslate"><span class="pre">true</span></code>, make sure dateFormats param fits the needs.
-If the value is true and obfuscation is failed, then unnormalizedDateMode param will be activated.
-When setting to ‘false’, then the date will be masked to &lt;DATE&gt;
-Default: false</p>
-</dd>
-<dt><strong>dateTag</strong></dt><dd><p>Tag representing dates in the obfuscate reference file (default: DATE)</p>
-</dd>
-<dt><strong>days</strong></dt><dd><p>Number of days to obfuscate the dates by displacement. If not provided a random integer between 1 and 60 will be used</p>
-</dd>
-<dt><strong>dateToYear</strong></dt><dd><p>True if we want the model to transform dates into years, False otherwise.</p>
-</dd>
-<dt><strong>minYear</strong></dt><dd><p>Minimum year to be used when transforming dates into years.</p>
-</dd>
-<dt><strong>dateFormats</strong></dt><dd><p>List of date formats to automatically displace if parsed</p>
-</dd>
-<dt><strong>consistentObfuscation</strong></dt><dd><p>Whether to replace very similar entities in a document with the same randomized term (default: true)
-The similarity is based on the Levenshtein Distance between the words.</p>
-</dd>
-<dt><strong>sameEntityThreshold</strong></dt><dd><p>Similarity threshold [0.0-1.0] to consider two appearances of an entity as <cite>the same</cite> (default: 0.9).</p>
-</dd>
-<dt><strong>obfuscateRefSource</strong></dt><dd><p>The source of obfuscation of to obfuscate the entities.For dates entities doesnt apply tha method.
-The values are the following:
-file: Takes the entities from the obfuscatorRefFile
-faker: Takes the entities from the Faker module
-both: Takes the entities from the obfuscatorRefFile and the faker module randomly.</p>
-</dd>
-<dt><strong>regexOverride</strong></dt><dd><p>If is true prioritize the regex entities, if is false prioritize the ner.</p>
-</dd>
-<dt><strong>language</strong></dt><dd><p>The language used to select the regex file and some faker entities.
-The values are the following:
-‘en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian). Default:’en’.</p>
-</dd>
-<dt><strong>seed</strong></dt><dd><p>It is the seed to select the entities on obfuscate mode.With the seed you can reply a execution several times with the same ouptut.</p>
-</dd>
-<dt><strong>ignoreRegex</strong></dt><dd><p>Select if you want to use regex file loaded in the model.If true the default regex file will be not used.The default value is false.</p>
-</dd>
-<dt><strong>isRandomDateDisplacement</strong></dt><dd><p>Use a random displacement days in dates entities,that random number is based on the [[DeIdentificationParams.seed]]
-If true use random displacement days in dates entities,if false use the [[DeIdentificationParams.days]]
-The default value is false.</p>
-</dd>
-<dt><strong>mappingsColumn</strong></dt><dd><p>This is the mapping column that will return the Annotations chunks with the fake entities.</p>
-</dd>
-<dt><strong>returnEntityMappings</strong></dt><dd><p>With this property you select if you want to return mapping column</p>
-</dd>
-<dt><strong>blackList</strong></dt><dd><p>List of entities that will be ignored in the regex file. The rest will be processed.
-The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”</p>
-</dd>
-<dt><strong>regexEntities</strong></dt><dd><p>Keep the regex entities used in the regexPatternDictionary</p>
-</dd>
-<dt><strong>maskingPolicy</strong></dt><dd><dl class="simple">
-<dt>Select the masking policy:</dt><dd><p>same_length_chars: Replace the obfuscated entity with a masking sequence composed of asterisks and surrounding squared brackets, being the total length of the masking sequence of the same length as the original sequence.
-Example, Smith -&gt; [<a href="#id15"><span class="problematic" id="id16">**</span></a><a href="#id17"><span class="problematic" id="id18">*</span></a>].
-If the entity is less than 3 chars (like Jo, or 5), asterisks without brackets will be returned.
-entity_labels: Replace the values with the corresponding entity labels.
-fixed_length_chars: Replace the obfuscated entity with a masking sequence composed of a fixed number of asterisks.</p>
-</dd>
-</dl>
-</dd>
-<dt><strong>fixedMaskLength: this is the length of the masking sequence that will be used when the ‘fixed_length_chars’ masking policy is selected.</strong></dt><dd></dd>
-<dt><strong>sameLengthFormattedEntities</strong></dt><dd><p>List of formatted entities to generate the same length outputs as original ones during obfuscation.
-The supported and default formatted entities are: PHONE, FAX, ID, IDNUM, BIOID, MEDICALRECORD, ZIP, VIN, SSN, DLN, LICENSE, PLATE.</p>
-</dd>
-<dt><strong>selectiveObfuscationModesPath</strong></dt><dd><p>Dictionary path where is the json that contains the selective obfuscation modes</p>
-</dd>
-<dt><strong>genderAwareness</strong></dt><dd><p>Whether to use gender-aware names or not during obfuscation. This param effects only names.
-If value is true, it might decrease performance. Default: False</p>
-</dd>
-<dt><strong>ageRangesByHipaa</strong></dt><dd><p>Whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.
-The HIPAA Privacy Rule mandates that agse from patients older than 90 years must be obfuscated,
-while age for patients 90 years or younger can remain unchanged.
-If True, age entities larger than 90 will be obfuscated as per HIPAA Privacy Rule, the others will remain unchanged.
-If False, <cite>ageRanges</cite> parameter is valid. Default: False.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-<p class="rubric">Examples</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">sparknlp</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.base</span> <span class="kn">import</span> <span class="o">*</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.common</span> <span class="kn">import</span> <span class="o">*</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.annotator</span> <span class="kn">import</span> <span class="o">*</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.training</span> <span class="kn">import</span> <span class="o">*</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">sparknlp_jsl</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.base</span> <span class="kn">import</span> <span class="o">*</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">pyspark.ml</span> <span class="kn">import</span> <span class="n">Pipeline</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">documentAssembler</span> <span class="o">=</span> <span class="n">DocumentAssembler</span><span class="p">()</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCol</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;document&quot;</span><span class="p">)</span>
-<span class="gp">...</span>
-<span class="gp">&gt;&gt;&gt; </span> <span class="n">sentenceDetector</span> <span class="o">=</span> <span class="n">SentenceDetector</span><span class="p">()</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;document&quot;</span><span class="p">])</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;sentence&quot;</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setUseAbbreviations</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
-<span class="gp">...</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">tokenizer</span> <span class="o">=</span> <span class="n">Tokenizer</span><span class="p">()</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;sentence&quot;</span><span class="p">])</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;token&quot;</span><span class="p">)</span>
-<span class="gp">...</span>
-<span class="go">&gt;&gt; embeddings = WordEmbeddingsModel \</span>
-<span class="gp">... </span>    <span class="o">.</span><span class="n">pretrained</span><span class="p">(</span><span class="s2">&quot;embeddings_clinical&quot;</span><span class="p">,</span> <span class="s2">&quot;en&quot;</span><span class="p">,</span> <span class="s2">&quot;clinical/models&quot;</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;sentence&quot;</span><span class="p">,</span> <span class="s2">&quot;token&quot;</span><span class="p">])</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;embeddings&quot;</span><span class="p">)</span>
-<span class="gp">...</span>
-<span class="go"> Ner entities</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">clinical_sensitive_entities</span> <span class="o">=</span> <span class="n">MedicalNerModel</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">pretrained</span><span class="p">(</span><span class="s2">&quot;ner_deid_enriched&quot;</span><span class="p">,</span> <span class="s2">&quot;en&quot;</span><span class="p">,</span> <span class="s2">&quot;clinical/models&quot;</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;sentence&quot;</span><span class="p">,</span> <span class="s2">&quot;token&quot;</span><span class="p">,</span> <span class="s2">&quot;embeddings&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;ner&quot;</span><span class="p">)</span>
-<span class="gp">...</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">nerConverter</span> <span class="o">=</span> <span class="n">NerConverter</span><span class="p">()</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;sentence&quot;</span><span class="p">,</span> <span class="s2">&quot;token&quot;</span><span class="p">,</span> <span class="s2">&quot;ner&quot;</span><span class="p">])</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;ner_con&quot;</span><span class="p">)</span>
-<span class="gp">...</span>
-<span class="go"> Deidentification</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">deIdentification</span> <span class="o">=</span> <span class="n">DeIdentificationModel</span><span class="o">.</span><span class="n">pretrained</span><span class="p">(</span><span class="s2">&quot;deidentify_large&quot;</span><span class="p">,</span> <span class="s2">&quot;en&quot;</span><span class="p">,</span> <span class="s2">&quot;clinical/models&quot;</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;ner_chunk&quot;</span><span class="p">,</span> <span class="s2">&quot;token&quot;</span><span class="p">,</span> <span class="s2">&quot;sentence&quot;</span><span class="p">])</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;dei&quot;</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setMode</span><span class="p">(</span><span class="s2">&quot;obfuscate&quot;</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setDateFormats</span><span class="p">(</span><span class="n">Array</span><span class="p">(</span><span class="s2">&quot;MM/dd/yy&quot;</span><span class="p">,</span><span class="s2">&quot;yyyy-MM-dd&quot;</span><span class="p">))</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setObfuscateDate</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setDateTag</span><span class="p">(</span><span class="s2">&quot;DATE&quot;</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setDays</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span> \
-<span class="gp">... </span>    <span class="o">.</span><span class="n">setObfuscateRefSource</span><span class="p">(</span><span class="s2">&quot;both&quot;</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">data</span> <span class="o">=</span> <span class="n">spark</span><span class="o">.</span><span class="n">createDataFrame</span><span class="p">([</span>
-<span class="gp">... </span>    <span class="p">[</span><span class="s2">&quot;# 7194334 Date : 01/13/93 PCP : Oliveira , 25 years-old , Record date : 2079-11-09.&quot;</span><span class="p">]</span>
-<span class="gp">... </span>    <span class="p">])</span><span class="o">.</span><span class="n">toDF</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">(</span><span class="n">stages</span><span class="o">=</span><span class="p">[</span>
-<span class="gp">... </span>    <span class="n">documentAssembler</span><span class="p">,</span>
-<span class="gp">... </span>    <span class="n">sentenceDetector</span><span class="p">,</span>
-<span class="gp">... </span>    <span class="n">tokenizer</span><span class="p">,</span>
-<span class="gp">... </span>    <span class="n">embeddings</span><span class="p">,</span>
-<span class="gp">... </span>    <span class="n">clinical_sensitive_entities</span><span class="p">,</span>
-<span class="gp">... </span>    <span class="n">nerConverter</span><span class="p">,</span>
-<span class="gp">... </span>    <span class="n">deIdentification</span>
-<span class="gp">... </span><span class="p">])</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">result</span> <span class="o">=</span> <span class="n">pipeline</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">data</span><span class="p">)</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
-<span class="gp">&gt;&gt;&gt; </span><span class="n">result</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">&quot;dei.result&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="n">truncate</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span>
-<span class="go"> +--------------------------------------------------------------------------------------------------+</span>
-<span class="go"> |result                                                                                            |</span>
-<span class="go"> +--------------------------------------------------------------------------------------------------+</span>
-<span class="go"> |[# 01010101 Date : 01/18/93 PCP : Dr. Gregory House , &lt;AGE&gt; years-old , Record date : 2079-11-14.]|</span>
-<span class="go"> +--------------------------------------------------------------------------------------------------+</span>
-</pre></div>
-</div>
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.inputAnnotatorTypes">
-<span class="sig-name descname"><span class="pre">inputAnnotatorTypes</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.inputAnnotatorTypes" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAnnotatorType">
-<span class="sig-name descname"><span class="pre">outputAnnotatorType</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAnnotatorType" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.name">
-<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">DeIdentificationModel</span></em><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.name" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateFormats">
-<span class="sig-name descname"><span class="pre">dateFormats</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateFormats" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mode">
-<span class="sig-name descname"><span class="pre">mode</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mode" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.maskingPolicy">
-<span class="sig-name descname"><span class="pre">maskingPolicy</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.maskingPolicy" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.fixedMaskLength">
-<span class="sig-name descname"><span class="pre">fixedMaskLength</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.fixedMaskLength" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateDate">
-<span class="sig-name descname"><span class="pre">obfuscateDate</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateDate" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateTag">
-<span class="sig-name descname"><span class="pre">dateTag</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateTag" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.zipCodeTag">
-<span class="sig-name descname"><span class="pre">zipCodeTag</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.zipCodeTag" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.days">
-<span class="sig-name descname"><span class="pre">days</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.days" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateToYear">
-<span class="sig-name descname"><span class="pre">dateToYear</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateToYear" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.minYear">
-<span class="sig-name descname"><span class="pre">minYear</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.minYear" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.consistentObfuscation">
-<span class="sig-name descname"><span class="pre">consistentObfuscation</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.consistentObfuscation" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameEntityThreshold">
-<span class="sig-name descname"><span class="pre">sameEntityThreshold</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameEntityThreshold" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateRefSource">
-<span class="sig-name descname"><span class="pre">obfuscateRefSource</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateRefSource" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexOverride">
-<span class="sig-name descname"><span class="pre">regexOverride</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexOverride" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.seed">
-<span class="sig-name descname"><span class="pre">seed</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.seed" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ignoreRegex">
-<span class="sig-name descname"><span class="pre">ignoreRegex</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ignoreRegex" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.isRandomDateDisplacement">
-<span class="sig-name descname"><span class="pre">isRandomDateDisplacement</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.isRandomDateDisplacement" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mappingsColumn">
-<span class="sig-name descname"><span class="pre">mappingsColumn</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mappingsColumn" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.returnEntityMappings">
-<span class="sig-name descname"><span class="pre">returnEntityMappings</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.returnEntityMappings" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.blackList">
-<span class="sig-name descname"><span class="pre">blackList</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.blackList" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexEntities">
-<span class="sig-name descname"><span class="pre">regexEntities</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexEntities" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.language">
-<span class="sig-name descname"><span class="pre">language</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.language" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.useShifDays">
-<span class="sig-name descname"><span class="pre">useShifDays</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.useShifDays" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.region">
-<span class="sig-name descname"><span class="pre">region</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.region" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.unnormalizedDateMode">
-<span class="sig-name descname"><span class="pre">unnormalizedDateMode</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.unnormalizedDateMode" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRanges">
-<span class="sig-name descname"><span class="pre">ageRanges</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRanges" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAsDocument">
-<span class="sig-name descname"><span class="pre">outputAsDocument</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAsDocument" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameLengthFormattedEntities">
-<span class="sig-name descname"><span class="pre">sameLengthFormattedEntities</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.genderAwareness">
-<span class="sig-name descname"><span class="pre">genderAwareness</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.genderAwareness" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py attribute">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRangesByHipaa">
-<span class="sig-name descname"><span class="pre">ageRangesByHipaa</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRangesByHipaa" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getBlackList">
-<span class="sig-name descname"><span class="pre">getBlackList</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getBlackList" title="Permalink to this definition">#</a></dt>
-<dd><p>Gets the value of blackList or its default value.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setLanguage">
-<span class="sig-name descname"><span class="pre">setLanguage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">lang</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setLanguage" title="Permalink to this definition">#</a></dt>
-<dd><p>The language used to select the regex file and some faker entities.
-The values are the following:
-‘en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian).
-Default:’en’</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>lang</strong><span class="classifier">str</span></dt><dd><p>The language used to select the regex file and some faker entities.’en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian). Default:’en’.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMode">
-<span class="sig-name descname"><span class="pre">setMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mode</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMode" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets mode for Anonymizer [‘mask’|’obfuscate’]</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>mode</strong><span class="classifier">str</span></dt><dd><p>Mode for Anonymizer [‘mask’|’obfuscate’]</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMaskingPolicy">
-<span class="sig-name descname"><span class="pre">setMaskingPolicy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mask</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMaskingPolicy" title="Permalink to this definition">#</a></dt>
-<dd><dl class="simple">
-<dt>Sets the masking policy:</dt><dd><p>same_length_chars: Replace the obfuscated entity with a masking sequence composed of asterisks and surrounding squared brackets, being the total length of the masking sequence of the same length as the original sequence.
-Example, Smith -&gt; [<a href="#id19"><span class="problematic" id="id20">**</span></a><a href="#id21"><span class="problematic" id="id22">*</span></a>].
-If the entity is less than 3 chars (like Jo, or 5), asterisks without brackets will be returned.
-entity_labels: Replace the values with the corresponding entity labels.
-fixed_length_chars: Replace the obfuscated entity with a masking sequence composed of a fixed number of asterisks.</p>
-</dd>
-</dl>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>mask</strong><span class="classifier">str</span></dt><dd><p>The masking policy</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setFixedMaskLength">
-<span class="sig-name descname"><span class="pre">setFixedMaskLength</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">length</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setFixedMaskLength" title="Permalink to this definition">#</a></dt>
-<dd><dl class="simple">
-<dt>Fixed mask length: this is the length of the masking sequence that will be used when the ‘fixed_length_chars’ masking</dt><dd><p>policy is selected.</p>
-</dd>
-</dl>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>length</strong><span class="classifier">int</span></dt><dd><p>The mask length</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateTag">
-<span class="sig-name descname"><span class="pre">setDateTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateTag" title="Permalink to this definition">#</a></dt>
-<dd><p>Set Tag representing what are the NER entity (default: DATE)</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>tag</strong><span class="classifier">str</span></dt><dd><p>Tag representing what are the NER entity (default: DATE)</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setZipCodeTag">
-<span class="sig-name descname"><span class="pre">setZipCodeTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setZipCodeTag" title="Permalink to this definition">#</a></dt>
-<dd><p>Tag representing zip codes in the obfuscate reference file (default: ZIP)</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>tag</strong><span class="classifier">str</span></dt><dd><p>Tag representing zip codes  in the obfuscate reference file (default: ZIP)</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateDate">
-<span class="sig-name descname"><span class="pre">setObfuscateDate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateDate" title="Permalink to this definition">#</a></dt>
-<dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. This param helps in consistency to make dateFormats more visible.
-When setting to <code class="docutils literal notranslate"><span class="pre">true</span></code>, make sure dateFormats param fits the needs.
-If the value is <code class="docutils literal notranslate"><span class="pre">true</span></code> and obfuscation is failed, then unnormalizedDateMode param will be activated.
-When setting to <code class="docutils literal notranslate"><span class="pre">false</span></code>, then the date will be masked to &lt;DATE&gt;
-Default: false</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>value</strong><span class="classifier">str</span></dt><dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. Default: false</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDays">
-<span class="sig-name descname"><span class="pre">setDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">d</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDays" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets number of days to obfuscate by displacement the dates.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>d</strong><span class="classifier">int</span></dt><dd><p>Number of days to obfuscate by displacement the dates.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateToYear">
-<span class="sig-name descname"><span class="pre">setDateToYear</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateToYear" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets transform dates into years.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>True if we want the model to transform dates into years, False otherwise.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMinYear">
-<span class="sig-name descname"><span class="pre">setMinYear</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMinYear" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets minimum year to be used when transforming dates into years. Default: ‘1929’</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">int</span></dt><dd><p>Minimum year to be used when transforming dates into years.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateFormats">
-<span class="sig-name descname"><span class="pre">setDateFormats</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateFormats" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets list of date formats to automatically displace if parsed</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>List of date formats to automatically displace if parsed</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setConsistentObfuscation">
-<span class="sig-name descname"><span class="pre">setConsistentObfuscation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setConsistentObfuscation" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets whether to replace very similar entities in a document with the same randomized term (default: true).
-The similarity is based on the Levenshtein Distance between the words.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Whether to replace very similar entities in a document with the same randomized term (default: true).</p>
-</dd>
-<dt><strong>The similarity is based on the Levenshtein Distance between the words.</strong></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameEntityThreshold">
-<span class="sig-name descname"><span class="pre">setSameEntityThreshold</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameEntityThreshold" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets similarity threshold [0.0-1.0] to consider two appearances of an entity as <cite>the same</cite> (default: 0.9).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">float</span></dt><dd><p>Similarity threshold [0.0-1.0] to consider two appearances of an entity as <cite>the same</cite> (default: 0.9).</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateRefSource">
-<span class="sig-name descname"><span class="pre">setObfuscateRefSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateRefSource" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets mode for select obfuscate source [‘both’|’faker’| ‘file]</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Mode for select obfuscate source [‘both’|’faker’| ‘file]</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegexOverride">
-<span class="sig-name descname"><span class="pre">setRegexOverride</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegexOverride" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets whether to prioritize regex over ner entities.
-If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
-The default value is false.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to prioritize regex over ner entities</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSeed">
-<span class="sig-name descname"><span class="pre">setSeed</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSeed" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets the seed to select the entities on obfuscate mode. With the seed,
-you can reply to an execution several times with the same output.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">int</span></dt><dd><p>The seed to select the entities on obfuscate mode. With the seed,</p>
-</dd>
-<dt><strong>you can reply to an execution several times with the same output.</strong></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIgnoreRegex">
-<span class="sig-name descname"><span class="pre">setIgnoreRegex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIgnoreRegex" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets whether you want to use regex or not. If the value is ‘True’,
-it can increase performance but might decrease accuracy. Default: False.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to use regex or not. If the value is ‘True’,</p>
-</dd>
-<dt><strong>it can increase performance but might decrease accuracy. Default: False.</strong></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIsRandomDateDisplacement">
-<span class="sig-name descname"><span class="pre">setIsRandomDateDisplacement</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIsRandomDateDisplacement" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets if you want to use random displacement in dates</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Boolean value to select if you want to use random displacement in dates</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">sparknlp</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.base</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.common</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp.training</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">sparknlp_jsl</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.base</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">sparknlp_jsl.annotator</span> <span class="kn">import</span> <span class="o">*</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">pyspark.ml</span> <span class="kn">import</span> <span class="n">Pipeline</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">documentAssembler</span> <span class="o">=</span> <span class="n">DocumentAssembler</span><span class="p">()</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCol</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;document&quot;</span><span class="p">)</span>
+<span class="gp">...</span>
+<span class="gp">&gt;&gt;&gt; </span> <span class="n">sentenceDetector</span> <span class="o">=</span> <span class="n">SentenceDetector</span><span class="p">()</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;document&quot;</span><span class="p">])</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;sentence&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setUseAbbreviations</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span>
+<span class="gp">...</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">tokenizer</span> <span class="o">=</span> <span class="n">Tokenizer</span><span class="p">()</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;sentence&quot;</span><span class="p">])</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;token&quot;</span><span class="p">)</span>
+<span class="gp">...</span>
+<span class="go">&gt;&gt; embeddings = WordEmbeddingsModel \</span>
+<span class="gp">... </span>    <span class="o">.</span><span class="n">pretrained</span><span class="p">(</span><span class="s2">&quot;embeddings_clinical&quot;</span><span class="p">,</span> <span class="s2">&quot;en&quot;</span><span class="p">,</span> <span class="s2">&quot;clinical/models&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;sentence&quot;</span><span class="p">,</span> <span class="s2">&quot;token&quot;</span><span class="p">])</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;embeddings&quot;</span><span class="p">)</span>
+<span class="gp">...</span>
+<span class="go"> Ner entities</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">clinical_sensitive_entities</span> <span class="o">=</span> <span class="n">MedicalNerModel</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">pretrained</span><span class="p">(</span><span class="s2">&quot;ner_deid_enriched&quot;</span><span class="p">,</span> <span class="s2">&quot;en&quot;</span><span class="p">,</span> <span class="s2">&quot;clinical/models&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;sentence&quot;</span><span class="p">,</span> <span class="s2">&quot;token&quot;</span><span class="p">,</span> <span class="s2">&quot;embeddings&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;ner&quot;</span><span class="p">)</span>
+<span class="gp">...</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">nerConverter</span> <span class="o">=</span> <span class="n">NerConverter</span><span class="p">()</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;sentence&quot;</span><span class="p">,</span> <span class="s2">&quot;token&quot;</span><span class="p">,</span> <span class="s2">&quot;ner&quot;</span><span class="p">])</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;ner_con&quot;</span><span class="p">)</span>
+<span class="gp">...</span>
+<span class="go"> Deidentification</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">deIdentification</span> <span class="o">=</span> <span class="n">DeIdentificationModel</span><span class="o">.</span><span class="n">pretrained</span><span class="p">(</span><span class="s2">&quot;deidentify_large&quot;</span><span class="p">,</span> <span class="s2">&quot;en&quot;</span><span class="p">,</span> <span class="s2">&quot;clinical/models&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setInputCols</span><span class="p">([</span><span class="s2">&quot;ner_chunk&quot;</span><span class="p">,</span> <span class="s2">&quot;token&quot;</span><span class="p">,</span> <span class="s2">&quot;sentence&quot;</span><span class="p">])</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setOutputCol</span><span class="p">(</span><span class="s2">&quot;dei&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setMode</span><span class="p">(</span><span class="s2">&quot;obfuscate&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setDateFormats</span><span class="p">(</span><span class="n">Array</span><span class="p">(</span><span class="s2">&quot;MM/dd/yy&quot;</span><span class="p">,</span><span class="s2">&quot;yyyy-MM-dd&quot;</span><span class="p">))</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setObfuscateDate</span><span class="p">(</span><span class="kc">True</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setDateTag</span><span class="p">(</span><span class="s2">&quot;DATE&quot;</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setDays</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span> \
+<span class="gp">... </span>    <span class="o">.</span><span class="n">setObfuscateRefSource</span><span class="p">(</span><span class="s2">&quot;both&quot;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">data</span> <span class="o">=</span> <span class="n">spark</span><span class="o">.</span><span class="n">createDataFrame</span><span class="p">([</span>
+<span class="gp">... </span>    <span class="p">[</span><span class="s2">&quot;# 7194334 Date : 01/13/93 PCP : Oliveira , 25 years-old , Record date : 2079-11-09.&quot;</span><span class="p">]</span>
+<span class="gp">... </span>    <span class="p">])</span><span class="o">.</span><span class="n">toDF</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">(</span><span class="n">stages</span><span class="o">=</span><span class="p">[</span>
+<span class="gp">... </span>    <span class="n">documentAssembler</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="n">sentenceDetector</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="n">tokenizer</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="n">embeddings</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="n">clinical_sensitive_entities</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="n">nerConverter</span><span class="p">,</span>
+<span class="gp">... </span>    <span class="n">deIdentification</span>
+<span class="gp">... </span><span class="p">])</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">result</span> <span class="o">=</span> <span class="n">pipeline</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">data</span><span class="p">)</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">result</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">&quot;dei.result&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="n">truncate</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span>
+<span class="go"> +--------------------------------------------------------------------------------------------------+</span>
+<span class="go"> |result                                                                                            |</span>
+<span class="go"> +--------------------------------------------------------------------------------------------------+</span>
+<span class="go"> |[# 01010101 Date : 01/18/93 PCP : Dr. Gregory House , &lt;AGE&gt; years-old , Record date : 2079-11-14.]|</span>
+<span class="go"> +--------------------------------------------------------------------------------------------------+</span>
+</pre></div>
+</div>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.inputAnnotatorTypes">
+<span class="sig-name descname"><span class="pre">inputAnnotatorTypes</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.inputAnnotatorTypes" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMappingsColumn">
-<span class="sig-name descname"><span class="pre">setMappingsColumn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMappingsColumn" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets the name of mapping column that will return the Annotations chunks with the fake entities</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Mapping column that will return the Annotations chunks with the fake entities</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAnnotatorType">
+<span class="sig-name descname"><span class="pre">outputAnnotatorType</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAnnotatorType" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setBlackList">
-<span class="sig-name descname"><span class="pre">setBlackList</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setBlackList" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets list of entities that will be ignored in the regex file. The rest will be processed.
-The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">list</span></dt><dd><p>List of entities that will be ignored in the regex file. The rest will be processed.</p>
-</dd>
-<dt><strong>The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”</strong></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">DeIdentificationModel</span></em><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.name" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setReturnEntityMappings">
-<span class="sig-name descname"><span class="pre">setReturnEntityMappings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setReturnEntityMappings" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets if you want to return mapping column</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to save the mapping column.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexEntities">
+<span class="sig-name descname"><span class="pre">regexEntities</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexEntities" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
 
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getRegexEntities">
@@ -2068,146 +900,6 @@ <h4>Parameters<a class="headerlink" href="#parameters" title="Permalink to this
 <dd><p>Return the regexEntities value.</p>
 </dd></dl>
 
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShifDays">
-<span class="sig-name descname"><span class="pre">setUseShifDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShifDays" title="Permalink to this definition">#</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShiftDays">
-<span class="sig-name descname"><span class="pre">setUseShiftDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShiftDays" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets if you want to use the random shift day when the document has this in its metadata. Default: False</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to use the random shift day when the document has this in its metadata. Default: False</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getUseShiftDays">
-<span class="sig-name descname"><span class="pre">getUseShiftDays</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getUseShiftDays" title="Permalink to this definition">#</a></dt>
-<dd><p>Return the useShiftDays value.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegion">
-<span class="sig-name descname"><span class="pre">setRegion</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegion" title="Permalink to this definition">#</a></dt>
-<dd><p>With this property, you can select particular dateFormats. This property is especially used when obfuscating dates.
-For example:
-Decide whether the first part of 11/11/2023 is a day or the second part is a day when obfuscating dates.
-The values are following:
-‘eu’ for European Union
-‘us’ for the USA
-Default: ‘eu’</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>The region to use select date formats. Options: ‘eu’ for European Union, ‘us’ for the USA, Default: ‘eu’</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUnnormalizedDateMode">
-<span class="sig-name descname"><span class="pre">setUnnormalizedDateMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUnnormalizedDateMode" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets the mode to use if the date is not formatted.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>the mode to use if the date is not formatted. [mask, obfuscate, skip] Default: obfuscate</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRanges">
-<span class="sig-name descname"><span class="pre">setAgeRanges</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRanges" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets list of integers specifying limits of the age groups to preserve during obfuscation</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">List[str]</span></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setOutputAsDocument">
-<span class="sig-name descname"><span class="pre">setOutputAsDocument</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">l</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setOutputAsDocument" title="Permalink to this definition">#</a></dt>
-<dd><p>Set whether to return all sentences joined into a single document</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>l</strong><span class="classifier">str</span></dt><dd><p>Whether to return all sentences joined into a single document</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameLengthFormattedEntities">
-<span class="sig-name descname"><span class="pre">setSameLengthFormattedEntities</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets list of formatted entities to generate the same length outputs as original ones during obfuscation</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>s</strong><span class="classifier">List[str]</span></dt><dd></dd>
-<dt><strong>The supported and default formatted entities are: PHONE, FAX, ID, IDNUM, BIOID, MEDICALRECORD, ZIP, VIN, SSN, DLN, LICENSE, PLATE.</strong></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getSameLengthFormattedEntities">
-<span class="sig-name descname"><span class="pre">getSameLengthFormattedEntities</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getSameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
-<dd><p>Return the sameLengthFormattedEntities value.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setGenderAwareness">
-<span class="sig-name descname"><span class="pre">setGenderAwareness</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">l</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setGenderAwareness" title="Permalink to this definition">#</a></dt>
-<dd><p>Set whether to use gender-aware names or not during obfuscation.
-This param effects only names.
-If value is true, it might decrease performance.
-Default: False</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><dl class="simple">
-<dt><strong>l</strong><span class="classifier">str</span></dt><dd><p>Whether to use gender-aware names or not during obfuscation. This param effects only names.</p>
-</dd>
-<dt><strong>If value is true, it might decrease performance. Default: False</strong></dt><dd></dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRangesByHipaa">
-<span class="sig-name descname"><span class="pre">setAgeRangesByHipaa</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRangesByHipaa" title="Permalink to this definition">#</a></dt>
-<dd><p>Sets whether to obfuscate agea based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.</p>
-<p>The HIPAA Privacy Rule mandates that ages from patients older than 90 years must be obfuscated,
-while age for patients 90 years or younger can remain unchanged.</p>
-<dl class="simple">
-<dt>Args:</dt><dd><dl class="simple">
-<dt>value (bool): If True, age entities larger than 90 will be obfuscated as per HIPAA Privacy Rule, the others will remain unchanged.</dt><dd><p>If False, <cite>ageRanges</cite> parameter is valid.
-Default: False.</p>
-</dd>
-</dl>
-</dd>
-</dl>
-</dd></dl>
-
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.pretrained">
 <em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">pretrained</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'deidentify_enriched_clinical'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lang</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'en'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">remote_loc</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'clinical/models'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.pretrained" title="Permalink to this definition">#</a></dt>
@@ -2275,149 +967,29 @@ <h4>Parameters<a class="headerlink" href="#parameters" title="Permalink to this
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAnnotatorType"><code class="docutils literal notranslate"><span class="pre">DeIdentification.outputAnnotatorType</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.name"><code class="docutils literal notranslate"><span class="pre">DeIdentification.name</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexPatternsDictionary"><code class="docutils literal notranslate"><span class="pre">DeIdentification.regexPatternsDictionary</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mode"><code class="docutils literal notranslate"><span class="pre">DeIdentification.mode</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.maskingPolicy"><code class="docutils literal notranslate"><span class="pre">DeIdentification.maskingPolicy</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.fixedMaskLength"><code class="docutils literal notranslate"><span class="pre">DeIdentification.fixedMaskLength</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateDate"><code class="docutils literal notranslate"><span class="pre">DeIdentification.obfuscateDate</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexPatternsDictionaryAsJsonString"><code class="docutils literal notranslate"><span class="pre">DeIdentification.regexPatternsDictionaryAsJsonString</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.combineRegexPatterns"><code class="docutils literal notranslate"><span class="pre">DeIdentification.combineRegexPatterns</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefFile"><code class="docutils literal notranslate"><span class="pre">DeIdentification.obfuscateRefFile</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.refFileFormat"><code class="docutils literal notranslate"><span class="pre">DeIdentification.refFileFormat</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.refSep"><code class="docutils literal notranslate"><span class="pre">DeIdentification.refSep</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateTag"><code class="docutils literal notranslate"><span class="pre">DeIdentification.dateTag</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.zipCodeTag"><code class="docutils literal notranslate"><span class="pre">DeIdentification.zipCodeTag</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.days"><code class="docutils literal notranslate"><span class="pre">DeIdentification.days</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateToYear"><code class="docutils literal notranslate"><span class="pre">DeIdentification.dateToYear</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.minYear"><code class="docutils literal notranslate"><span class="pre">DeIdentification.minYear</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.dateFormats"><code class="docutils literal notranslate"><span class="pre">DeIdentification.dateFormats</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.consistentObfuscation"><code class="docutils literal notranslate"><span class="pre">DeIdentification.consistentObfuscation</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameEntityThreshold"><code class="docutils literal notranslate"><span class="pre">DeIdentification.sameEntityThreshold</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.obfuscateRefSource"><code class="docutils literal notranslate"><span class="pre">DeIdentification.obfuscateRefSource</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.regexOverride"><code class="docutils literal notranslate"><span class="pre">DeIdentification.regexOverride</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.seed"><code class="docutils literal notranslate"><span class="pre">DeIdentification.seed</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ignoreRegex"><code class="docutils literal notranslate"><span class="pre">DeIdentification.ignoreRegex</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.isRandomDateDisplacement"><code class="docutils literal notranslate"><span class="pre">DeIdentification.isRandomDateDisplacement</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.mappingsColumn"><code class="docutils literal notranslate"><span class="pre">DeIdentification.mappingsColumn</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.returnEntityMappings"><code class="docutils literal notranslate"><span class="pre">DeIdentification.returnEntityMappings</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.blackList"><code class="docutils literal notranslate"><span class="pre">DeIdentification.blackList</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.language"><code class="docutils literal notranslate"><span class="pre">DeIdentification.language</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.useShifDays"><code class="docutils literal notranslate"><span class="pre">DeIdentification.useShifDays</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.region"><code class="docutils literal notranslate"><span class="pre">DeIdentification.region</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.unnormalizedDateMode"><code class="docutils literal notranslate"><span class="pre">DeIdentification.unnormalizedDateMode</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRanges"><code class="docutils literal notranslate"><span class="pre">DeIdentification.ageRanges</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.outputAsDocument"><code class="docutils literal notranslate"><span class="pre">DeIdentification.outputAsDocument</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.sameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentification.sameLengthFormattedEntities</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.selectiveObfuscationModesPath"><code class="docutils literal notranslate"><span class="pre">DeIdentification.selectiveObfuscationModesPath</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.entityCasingModesPath"><code class="docutils literal notranslate"><span class="pre">DeIdentification.entityCasingModesPath</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.genderAwareness"><code class="docutils literal notranslate"><span class="pre">DeIdentification.genderAwareness</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.ageRangesByHipaa"><code class="docutils literal notranslate"><span class="pre">DeIdentification.ageRangesByHipaa</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getBlackList"><code class="docutils literal notranslate"><span class="pre">DeIdentification.getBlackList()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setLanguage"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setLanguage()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionary"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setRegexPatternsDictionary()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMode"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setMode()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMaskingPolicy"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setMaskingPolicy()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setFixedMaskLength"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setFixedMaskLength()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexPatternsDictionaryAsJsonString"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setRegexPatternsDictionaryAsJsonString()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setCombineRegexPatterns"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setCombineRegexPatterns()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefFile"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setObfuscateRefFile()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRefFileFormat"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setRefFileFormat()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRefSep"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setRefSep()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateTag"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setDateTag()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setZipCodeTag"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setZipCodeTag()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateDate"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setObfuscateDate()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDays"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setDays()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateToYear"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setDateToYear()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMinYear"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setMinYear()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setDateFormats"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setDateFormats()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setConsistentObfuscation"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setConsistentObfuscation()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameEntityThreshold"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setSameEntityThreshold()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setObfuscateRefSource"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setObfuscateRefSource()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegexOverride"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setRegexOverride()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIgnoreRegex"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setIgnoreRegex()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSeed"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setSeed()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setIsRandomDateDisplacement"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setIsRandomDateDisplacement()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setMappingsColumn"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setMappingsColumn()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setReturnEntityMappings"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setReturnEntityMappings()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setBlackList"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setBlackList()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShifDays"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setUseShifDays()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUseShiftDays"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setUseShiftDays()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getUseShiftDays"><code class="docutils literal notranslate"><span class="pre">DeIdentification.getUseShiftDays()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setRegion"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setRegion()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setUnnormalizedDateMode"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setUnnormalizedDateMode()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRanges"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setAgeRanges()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setOutputAsDocument"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setOutputAsDocument()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setSameLengthFormattedEntities()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.getSameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentification.getSameLengthFormattedEntities()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setSelectiveObfuscationModes"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setSelectiveObfuscationModes()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setEntityCasingModes"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setEntityCasingModes()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setGenderAwareness"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setGenderAwareness()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentification.setAgeRangesByHipaa"><code class="docutils literal notranslate"><span class="pre">DeIdentification.setAgeRangesByHipaa()</span></code></a></li>
 </ul>
 </li>
 <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel</span></code></a><ul class="nav section-nav flex-column">
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.inputAnnotatorTypes"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.inputAnnotatorTypes</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAnnotatorType"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.outputAnnotatorType</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.name"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.name</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateFormats"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.dateFormats</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mode"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.mode</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.maskingPolicy"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.maskingPolicy</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.fixedMaskLength"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.fixedMaskLength</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateDate"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.obfuscateDate</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateTag"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.dateTag</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.zipCodeTag"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.zipCodeTag</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.days"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.days</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.dateToYear"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.dateToYear</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.minYear"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.minYear</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.consistentObfuscation"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.consistentObfuscation</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameEntityThreshold"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.sameEntityThreshold</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.obfuscateRefSource"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.obfuscateRefSource</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexOverride"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.regexOverride</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.seed"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.seed</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ignoreRegex"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.ignoreRegex</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.isRandomDateDisplacement"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.isRandomDateDisplacement</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.mappingsColumn"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.mappingsColumn</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.returnEntityMappings"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.returnEntityMappings</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.blackList"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.blackList</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.regexEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.regexEntities</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.language"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.language</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.useShifDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.useShifDays</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.region"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.region</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.unnormalizedDateMode"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.unnormalizedDateMode</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRanges"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.ageRanges</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.outputAsDocument"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.outputAsDocument</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.sameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.sameLengthFormattedEntities</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.genderAwareness"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.genderAwareness</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.ageRangesByHipaa"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.ageRangesByHipaa</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getBlackList"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.getBlackList()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setLanguage"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setLanguage()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMode"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setMode()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMaskingPolicy"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setMaskingPolicy()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setFixedMaskLength"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setFixedMaskLength()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateTag"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setDateTag()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setZipCodeTag"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setZipCodeTag()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateDate"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setObfuscateDate()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setDays()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateToYear"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setDateToYear()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMinYear"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setMinYear()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setDateFormats"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setDateFormats()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setConsistentObfuscation"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setConsistentObfuscation()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameEntityThreshold"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setSameEntityThreshold()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setObfuscateRefSource"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setObfuscateRefSource()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegexOverride"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setRegexOverride()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSeed"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setSeed()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIgnoreRegex"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setIgnoreRegex()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setIsRandomDateDisplacement"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setIsRandomDateDisplacement()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setMappingsColumn"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setMappingsColumn()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setBlackList"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setBlackList()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setReturnEntityMappings"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setReturnEntityMappings()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getRegexEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.getRegexEntities()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShifDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setUseShifDays()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShiftDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setUseShiftDays()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getUseShiftDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.getUseShiftDays()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setRegion"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setRegion()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUnnormalizedDateMode"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setUnnormalizedDateMode()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRanges"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setAgeRanges()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setOutputAsDocument"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setOutputAsDocument()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setSameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setSameLengthFormattedEntities()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.getSameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.getSameLengthFormattedEntities()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setGenderAwareness"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setGenderAwareness()</span></code></a></li>
-<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setAgeRangesByHipaa"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.setAgeRangesByHipaa()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.pretrained"><code class="docutils literal notranslate"><span class="pre">DeIdentificationModel.pretrained()</span></code></a></li>
 </ul>
 </li>
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new file mode 100644
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+                  
+  <section id="module-sparknlp_jsl.annotator.deid.deidentication_params">
+<span id="sparknlp-jsl-annotator-deid-deidentication-params"></span><h1><a class="reference internal" href="#module-sparknlp_jsl.annotator.deid.deidentication_params" title="sparknlp_jsl.annotator.deid.deidentication_params"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a><a class="headerlink" href="#module-sparknlp_jsl.annotator.deid.deidentication_params" title="Permalink to this heading">#</a></h1>
+<section id="module-contents">
+<h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this heading">#</a></h2>
+<section id="classes">
+<h3>Classes<a class="headerlink" href="#classes" title="Permalink to this heading">#</a></h3>
+<table class="autosummary longtable table autosummary">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams" title="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DeIdentificationParams</span></code></a></p></td>
+<td><p>It is a base class that contains all the params that are common between DeIdentificationModel</p></td>
+</tr>
+</tbody>
+</table>
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">DeIdentificationParams</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams" title="Permalink to this definition">#</a></dt>
+<dd><p>It is a base class that contains all the params that are common between DeIdentificationModel
+and DeIdentification annotators.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>mode</strong></dt><dd><p>Mode for Anonimizer [‘mask’|’obfuscate’]</p>
+</dd>
+<dt><strong>obfuscateDate</strong></dt><dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. This param helps in consistency to make dateFormats more v
+When setting to <code class="docutils literal notranslate"><span class="pre">true</span></code>, make sure dateFormats param fits the needs (default: false)
+If the value is true and obfuscation is failed, then unnormalizedDateMode param will be activated.
+When setting to ‘false’, then the date will be masked to &lt;DATE&gt;
+Default: false</p>
+</dd>
+<dt><strong>dateTag</strong></dt><dd><p>Tag representing dates in the obfuscate reference file (default: DATE)</p>
+</dd>
+<dt><strong>days</strong></dt><dd><p>A number of days to obfuscate the dates by displacement. If not provided a random integer between 1 and 60 will be u</p>
+</dd>
+<dt><strong>dateToYear</strong></dt><dd><p>True if we want the model to transform dates into years, False otherwise.</p>
+</dd>
+<dt><strong>minYear</strong></dt><dd><p>Minimum year to be used when transforming dates into years. Default: ‘1929’</p>
+</dd>
+<dt><strong>dateFormats</strong></dt><dd><p>List of date formats to automatically displace if parsed</p>
+</dd>
+<dt><strong>consistentObfuscation</strong></dt><dd><p>Whether to replace very similar entities in a document with the same randomized term (default: true)
+The similarity is based on the Levenshtein Distance between the words.</p>
+</dd>
+<dt><strong>sameEntityThreshold</strong></dt><dd><p>Similarity threshold [0.0-1.0] to consider two appearances of an entity as <code class="docutils literal notranslate"><span class="pre">the</span> <span class="pre">same</span></code> (default: 0.9).</p>
+</dd>
+<dt><strong>obfuscateRefSource</strong></dt><dd><p>The source of obfuscation of to obfuscate the entities. For dates entities, This property is invalid.
+The values ar the following:
+file: Takes the entities from the obfuscatorRefFile
+faker: Takes the entities from the Faker module
+both : Takes the entities from the obfuscatorRefFile and the faker module randomly.</p>
+</dd>
+<dt><strong>regexOverride</strong></dt><dd><p>If is true prioritize the regex entities, if is false prioritize the ner.</p>
+</dd>
+<dt><strong>language</strong></dt><dd><p>The language used to select the regex file and some faker entities.
+The values are the following:
+‘en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian). Default:’en’.</p>
+</dd>
+<dt><strong>seed</strong></dt><dd><p>It is the seed to select the entities on obfuscate mode. With the seed,
+you can reply to an execution several times with the same output.</p>
+</dd>
+<dt><strong>ignoreRegex</strong></dt><dd><p>Select if you want to use the regex file loaded in the model. If true the default regex file will be not used.
+The default value is false.</p>
+</dd>
+<dt><strong>isRandomDateDisplacement</strong></dt><dd><p>Use a random displacement days in dates entities, that random number is based on the <a href="#id1"><span class="problematic" id="id2">:param:`seed`</span></a>
+If true use random displacement days in dates entities, if false use the <a href="#id3"><span class="problematic" id="id4">:param:`days`</span></a>
+The default value is false.</p>
+</dd>
+<dt><strong>mappingsColumn</strong></dt><dd><p>This is the mapping column that will return the Annotations chunks with the fake entities.</p>
+</dd>
+<dt><strong>returnEntityMappings</strong></dt><dd><p>With this property, you can select if you want to return mapping column</p>
+</dd>
+<dt><strong>blackList</strong></dt><dd><p>List of entities that will be ignored in the regex file. The rest will be processed.
+The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”</p>
+</dd>
+<dt><strong>maskingPolicy</strong></dt><dd><dl class="simple">
+<dt>Select the masking policy:</dt><dd><p>same_length_chars: Replace the obfuscated entity with a masking sequence composed of asterisks and surrounding s
+Example, Smith -&gt; [<a href="#id5"><span class="problematic" id="id6">**</span></a><a href="#id7"><span class="problematic" id="id8">*</span></a>].
+If the entity is less than 3 chars (like Jo, or 5), asterisks without brackets will be returned.
+entity_labels: Replace the values with the corresponding entity labels.
+fixed_length_chars: Replace the obfuscated entity with a masking sequence composed of a fixed number of asterisk</p>
+</dd>
+</dl>
+</dd>
+<dt><strong>sameLengthFormattedEntities</strong></dt><dd><p>List of formatted entities to generate the same length outputs as original ones during obfuscation.
+The supported and default formatted entities are: PHONE, FAX, ID, IDNUM, BIOID, MEDICALRECORD, ZIP, VIN, SSN, DLN, L</p>
+</dd>
+<dt><strong>genderAwareness</strong></dt><dd><p>Whether to use gender-aware names or not during obfuscation. This param effects only names.
+If the value is true, it might decrease performance. Default: False</p>
+</dd>
+<dt><strong>ageRangesByHipaa</strong></dt><dd><p>Whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.
+The HIPAA Privacy Rule mandates that ages from patients older than 90 years must be obfuscated,
+while age for patients 90 years or younger can remain unchanged.
+If True, age entities larger than 90 will be obfuscated as per HIPAA Privacy Rule, the others will remain unchanged.
+If False, <cite>ageRanges</cite> parameter is valid. Default: False.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.mode">
+<span class="sig-name descname"><span class="pre">mode</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.mode" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.maskingPolicy">
+<span class="sig-name descname"><span class="pre">maskingPolicy</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.maskingPolicy" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.fixedMaskLength">
+<span class="sig-name descname"><span class="pre">fixedMaskLength</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.fixedMaskLength" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.obfuscateDate">
+<span class="sig-name descname"><span class="pre">obfuscateDate</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.obfuscateDate" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.zipCodeTag">
+<span class="sig-name descname"><span class="pre">zipCodeTag</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.zipCodeTag" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.days">
+<span class="sig-name descname"><span class="pre">days</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.days" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateToYear">
+<span class="sig-name descname"><span class="pre">dateToYear</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateToYear" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.minYear">
+<span class="sig-name descname"><span class="pre">minYear</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.minYear" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.consistentObfuscation">
+<span class="sig-name descname"><span class="pre">consistentObfuscation</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.consistentObfuscation" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.sameEntityThreshold">
+<span class="sig-name descname"><span class="pre">sameEntityThreshold</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.sameEntityThreshold" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.obfuscateRefSource">
+<span class="sig-name descname"><span class="pre">obfuscateRefSource</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.obfuscateRefSource" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.regexOverride">
+<span class="sig-name descname"><span class="pre">regexOverride</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.regexOverride" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.seed">
+<span class="sig-name descname"><span class="pre">seed</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.seed" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ignoreRegex">
+<span class="sig-name descname"><span class="pre">ignoreRegex</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ignoreRegex" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.isRandomDateDisplacement">
+<span class="sig-name descname"><span class="pre">isRandomDateDisplacement</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.isRandomDateDisplacement" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.mappingsColumn">
+<span class="sig-name descname"><span class="pre">mappingsColumn</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.mappingsColumn" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.returnEntityMappings">
+<span class="sig-name descname"><span class="pre">returnEntityMappings</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.returnEntityMappings" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.blackList">
+<span class="sig-name descname"><span class="pre">blackList</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.blackList" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.language">
+<span class="sig-name descname"><span class="pre">language</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.language" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.useShifDays">
+<span class="sig-name descname"><span class="pre">useShifDays</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.useShifDays" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.region">
+<span class="sig-name descname"><span class="pre">region</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.region" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.unnormalizedDateMode">
+<span class="sig-name descname"><span class="pre">unnormalizedDateMode</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.unnormalizedDateMode" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ageRanges">
+<span class="sig-name descname"><span class="pre">ageRanges</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ageRanges" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.outputAsDocument">
+<span class="sig-name descname"><span class="pre">outputAsDocument</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.outputAsDocument" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.sameLengthFormattedEntities">
+<span class="sig-name descname"><span class="pre">sameLengthFormattedEntities</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.sameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateFormats">
+<span class="sig-name descname"><span class="pre">dateFormats</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateFormats" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateTag">
+<span class="sig-name descname"><span class="pre">dateTag</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateTag" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.genderAwareness">
+<span class="sig-name descname"><span class="pre">genderAwareness</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.genderAwareness" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ageRangesByHipaa">
+<span class="sig-name descname"><span class="pre">ageRangesByHipaa</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ageRangesByHipaa" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setLanguage">
+<span class="sig-name descname"><span class="pre">setLanguage</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">lang</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setLanguage" title="Permalink to this definition">#</a></dt>
+<dd><p>The language used to select the regex file and some faker entities.
+The values are the following:
+‘en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian).
+Default:’en’</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>lang</strong><span class="classifier">str</span></dt><dd><p>The language used to select the regex file and some faker entities.’en’(English), ‘de’(German), ‘es’(Spanish), ‘fr’(French), ‘ar’(Arabic) or ‘ro’(Romanian). Default:’en’.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getBlackList">
+<span class="sig-name descname"><span class="pre">getBlackList</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getBlackList" title="Permalink to this definition">#</a></dt>
+<dd><p>Gets the value of blackList or its default value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMode">
+<span class="sig-name descname"><span class="pre">setMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mode</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMode" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets mode for Anonymizer [‘mask’|’obfuscate’]</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>mode</strong><span class="classifier">str</span></dt><dd><p>Mode for Anonymizer [‘mask’|’obfuscate’]</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMaskingPolicy">
+<span class="sig-name descname"><span class="pre">setMaskingPolicy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mask</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMaskingPolicy" title="Permalink to this definition">#</a></dt>
+<dd><dl class="simple">
+<dt>Sets the masking policy:</dt><dd><p>same_length_chars: Replace the obfuscated entity with a masking sequence composed of asterisks and surrounding squared brackets, being the total length of the masking sequence of the same length as the original sequence.
+Example, Smith -&gt; [<a href="#id9"><span class="problematic" id="id10">**</span></a><a href="#id11"><span class="problematic" id="id12">*</span></a>].
+If the entity is less than 3 chars (like Jo, or 5), asterisks without brackets will be returned.
+entity_labels: Replace the values with the corresponding entity labels.
+fixed_length_chars: Replace the obfuscated entity with a masking sequence composed of a fixed number of asterisks.</p>
+</dd>
+</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>mask</strong><span class="classifier">str</span></dt><dd><p>The masking policy</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setFixedMaskLength">
+<span class="sig-name descname"><span class="pre">setFixedMaskLength</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">length</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setFixedMaskLength" title="Permalink to this definition">#</a></dt>
+<dd><dl class="simple">
+<dt>Fixed mask length: this is the length of the masking sequence that will be used when the ‘fixed_length_chars’ masking</dt><dd><p>policy is selected.</p>
+</dd>
+</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>length</strong><span class="classifier">int</span></dt><dd><p>The mask length</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateTag">
+<span class="sig-name descname"><span class="pre">setDateTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateTag" title="Permalink to this definition">#</a></dt>
+<dd><p>Set Tag representing what are the NER entity (default: DATE)</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>tag</strong><span class="classifier">str</span></dt><dd><p>Tag representing what are the NER entity (default: DATE)</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setZipCodeTag">
+<span class="sig-name descname"><span class="pre">setZipCodeTag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setZipCodeTag" title="Permalink to this definition">#</a></dt>
+<dd><p>Tag representing zip codes in the obfuscate reference file (default: ZIP)</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>tag</strong><span class="classifier">str</span></dt><dd><p>Tag representing zip codes  in the obfuscate reference file (default: ZIP)</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setObfuscateDate">
+<span class="sig-name descname"><span class="pre">setObfuscateDate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setObfuscateDate" title="Permalink to this definition">#</a></dt>
+<dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. This param helps in consistency to make dateFormats more visible.
+When setting to <code class="docutils literal notranslate"><span class="pre">true</span></code>, make sure dateFormats param fits the needs.
+If the value is <code class="docutils literal notranslate"><span class="pre">true</span></code> and obfuscation is failed, then unnormalizedDateMode param will be activated.
+When setting to <code class="docutils literal notranslate"><span class="pre">false</span></code>, then the date will be masked to &lt;DATE&gt;
+Default: false</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>value</strong><span class="classifier">str</span></dt><dd><p>When mode==’obfuscate’ whether to obfuscate dates or not. Default: false</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDays">
+<span class="sig-name descname"><span class="pre">setDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">d</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDays" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets number of days to obfuscate by displacement the dates.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>d</strong><span class="classifier">int</span></dt><dd><p>Number of days to obfuscate by displacement the dates.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateToYear">
+<span class="sig-name descname"><span class="pre">setDateToYear</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateToYear" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets transform dates into years.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>True if we want the model to transform dates into years, False otherwise.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMinYear">
+<span class="sig-name descname"><span class="pre">setMinYear</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMinYear" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets minimum year to be used when transforming dates into years. Default: ‘1929’</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">int</span></dt><dd><p>Minimum year to be used when transforming dates into years. Default: ‘1929’</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateFormats">
+<span class="sig-name descname"><span class="pre">setDateFormats</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateFormats" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets list of date formats to automatically displace if parsed</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>List of date formats to automatically displace if parsed</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setConsistentObfuscation">
+<span class="sig-name descname"><span class="pre">setConsistentObfuscation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setConsistentObfuscation" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets whether to replace very similar entities in a document with the same randomized term (default: true).
+The similarity is based on the Levenshtein Distance between the words.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Whether to replace very similar entities in a document with the same randomized term.
+The similarity is based on the Levenshtein Distance between the words.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSameEntityThreshold">
+<span class="sig-name descname"><span class="pre">setSameEntityThreshold</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSameEntityThreshold" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets similarity threshold [0.0-1.0] to consider two appearances of an entity as <cite>the same</cite> (default: 0.9).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">float</span></dt><dd><p>Similarity threshold [0.0-1.0] to consider two appearances of an entity as <cite>the same</cite> (default: 0.9).</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setObfuscateRefSource">
+<span class="sig-name descname"><span class="pre">setObfuscateRefSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setObfuscateRefSource" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets mode for select obfuscate source [‘both’|’faker’| ‘file]</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Mode for select obfuscate source [‘both’|’faker’| ‘file]</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setRegexOverride">
+<span class="sig-name descname"><span class="pre">setRegexOverride</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setRegexOverride" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets whether to prioritize regex over ner entities.
+If the value is true, prioritize the regex entities; if the value is false, prioritize the ner.
+The default value is false.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to prioritize regex over ner entities</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setIgnoreRegex">
+<span class="sig-name descname"><span class="pre">setIgnoreRegex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setIgnoreRegex" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets whether you want to use regex or not. If the value is ‘True’,
+it can increase performance but might decrease accuracy. Default: False.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to use regex or not. If the value is ‘True’,</p>
+</dd>
+<dt><strong>it can increase performance but might decrease accuracy. Default: False.</strong></dt><dd></dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSeed">
+<span class="sig-name descname"><span class="pre">setSeed</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSeed" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets the seed to select the entities on obfuscate mode. With the seed,
+you can reply to an execution several times with the same output.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">int</span></dt><dd><p>The seed to select the entities on obfuscate mode.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setIsRandomDateDisplacement">
+<span class="sig-name descname"><span class="pre">setIsRandomDateDisplacement</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setIsRandomDateDisplacement" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets if you want to use random displacement in dates</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Boolean value to select if you want to use random displacement in dates</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMappingsColumn">
+<span class="sig-name descname"><span class="pre">setMappingsColumn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMappingsColumn" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets the name of mapping column that will return the Annotations chunks with the fake entities</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>Mapping column that will return the Annotations chunks with the fake entities</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setReturnEntityMappings">
+<span class="sig-name descname"><span class="pre">setReturnEntityMappings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setReturnEntityMappings" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets if you want to return mapping column</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to return the mapping column.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setBlackList">
+<span class="sig-name descname"><span class="pre">setBlackList</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setBlackList" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets a list of entities that will be ignored in the regex file. The rest will be processed.
+The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”
+Parameters
+———-
+s : list</p>
+<blockquote>
+<div><p>List of entities that will be ignored in the regex file. The rest will be processed.</p>
+</div></blockquote>
+<p>The default values are “IBAN”,”ZIP”,”NPI”,”URL”,”DLN”,”PASSPORT”,”EMAIL”,”C_CARD”,”DEA”,”SSN”</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUseShifDays">
+<span class="sig-name descname"><span class="pre">setUseShifDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUseShifDays" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUseShiftDays">
+<span class="sig-name descname"><span class="pre">setUseShiftDays</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUseShiftDays" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets if you want to use the random shift day when the document has this in its metadata. Default: False</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">bool</span></dt><dd><p>Whether to use the random shift day when the document has this in its metadata. Default: False</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getUseShiftDays">
+<span class="sig-name descname"><span class="pre">getUseShiftDays</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getUseShiftDays" title="Permalink to this definition">#</a></dt>
+<dd><p>Return the useShiftDays value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setRegion">
+<span class="sig-name descname"><span class="pre">setRegion</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setRegion" title="Permalink to this definition">#</a></dt>
+<dd><p>With this property, you can select particular dateFormats. This property is especially used when obfuscating dates.
+For example:
+Decide whether the first part of 11/11/2023 is a day or the second part is a day when obfuscating dates.
+The values are following:
+‘eu’ for European Union
+‘us’ for the USA
+Default: ‘eu’</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>The region to use select date formats. Options: ‘eu’ for European Union, ‘us’ for the USA, Default: ‘eu’</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUnnormalizedDateMode">
+<span class="sig-name descname"><span class="pre">setUnnormalizedDateMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUnnormalizedDateMode" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets the mode to use if the date is not formatted.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">str</span></dt><dd><p>The mode to use if the date is not formatted. [mask, obfuscate, skip] Default: obfuscate</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setAgeRanges">
+<span class="sig-name descname"><span class="pre">setAgeRanges</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setAgeRanges" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets list of integers specifying limits of the age groups to preserve during obfuscation</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">List[str]</span></dt><dd></dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setOutputAsDocument">
+<span class="sig-name descname"><span class="pre">setOutputAsDocument</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">l</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setOutputAsDocument" title="Permalink to this definition">#</a></dt>
+<dd><p>Set whether to return all sentences joined into a single document</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>l</strong><span class="classifier">str</span></dt><dd><p>Whether to return all sentences joined into a single document</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSameLengthFormattedEntities">
+<span class="sig-name descname"><span class="pre">setSameLengthFormattedEntities</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">s</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets list of formatted entities to generate the same length outputs as original ones during obfuscation</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>s</strong><span class="classifier">List[str]</span></dt><dd></dd>
+<dt><strong>The supported and default formatted entities are: PHONE, FAX, ID, IDNUM, BIOID, MEDICALRECORD, ZIP, VIN, SSN, DLN, LICENSE, PLATE.</strong></dt><dd></dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getSameLengthFormattedEntities">
+<span class="sig-name descname"><span class="pre">getSameLengthFormattedEntities</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getSameLengthFormattedEntities" title="Permalink to this definition">#</a></dt>
+<dd><p>Returns the sameLengthFormattedEntities value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setGenderAwareness">
+<span class="sig-name descname"><span class="pre">setGenderAwareness</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">l</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setGenderAwareness" title="Permalink to this definition">#</a></dt>
+<dd><p>Set whether to use gender-aware names or not during obfuscation.
+This param effects only names.
+If value is true, it might decrease performance.
+Default: False</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>l</strong><span class="classifier">str</span></dt><dd><p>Whether to use gender-aware names or not during obfuscation. This param effects only names.
+If value is true, it might decrease performance. Default: False</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setAgeRangesByHipaa">
+<span class="sig-name descname"><span class="pre">setAgeRangesByHipaa</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setAgeRangesByHipaa" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets whether to obfuscate ages based on HIPAA (Health Insurance Portability and Accountability Act) Privacy Rule.</p>
+<p>The HIPAA Privacy Rule mandates that ages from patients older than 90 years must be obfuscated,
+while age for patients 90 years or younger can remain unchanged.</p>
+<dl class="simple">
+<dt>Args:</dt><dd><dl class="simple">
+<dt>value (bool): If True, age entities larger than 90 will be obfuscated as per HIPAA Privacy Rule, the others will remain unchanged.</dt><dd><p>If False, <cite>ageRanges</cite> parameter is valid.
+Default: False.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+                <footer class="bd-footer-article">
+                  
+<div class="footer-article-items footer-article__inner">
+  
+    <div class="footer-article-item"><!-- Previous / next buttons -->
+<div class="prev-next-area">
+</div></div>
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+              
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+            
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+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
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+  <div class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-contents">Module Contents</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#classes">Classes</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.mode"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.mode</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.maskingPolicy"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.maskingPolicy</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.fixedMaskLength"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.fixedMaskLength</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.obfuscateDate"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.obfuscateDate</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.zipCodeTag"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.zipCodeTag</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.days"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.days</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateToYear"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.dateToYear</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.minYear"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.minYear</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.consistentObfuscation"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.consistentObfuscation</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.sameEntityThreshold"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.sameEntityThreshold</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.obfuscateRefSource"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.obfuscateRefSource</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.regexOverride"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.regexOverride</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.seed"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.seed</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ignoreRegex"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.ignoreRegex</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.isRandomDateDisplacement"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.isRandomDateDisplacement</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.mappingsColumn"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.mappingsColumn</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.returnEntityMappings"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.returnEntityMappings</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.blackList"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.blackList</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.language"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.language</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.useShifDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.useShifDays</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.region"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.region</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.unnormalizedDateMode"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.unnormalizedDateMode</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ageRanges"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.ageRanges</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.outputAsDocument"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.outputAsDocument</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.sameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.sameLengthFormattedEntities</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateFormats"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.dateFormats</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.dateTag"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.dateTag</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.genderAwareness"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.genderAwareness</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.ageRangesByHipaa"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.ageRangesByHipaa</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setLanguage"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setLanguage()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getBlackList"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.getBlackList()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMode"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setMode()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMaskingPolicy"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setMaskingPolicy()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setFixedMaskLength"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setFixedMaskLength()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateTag"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setDateTag()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setZipCodeTag"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setZipCodeTag()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setObfuscateDate"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setObfuscateDate()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setDays()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateToYear"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setDateToYear()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMinYear"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setMinYear()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setDateFormats"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setDateFormats()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setConsistentObfuscation"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setConsistentObfuscation()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSameEntityThreshold"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setSameEntityThreshold()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setObfuscateRefSource"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setObfuscateRefSource()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setRegexOverride"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setRegexOverride()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setIgnoreRegex"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setIgnoreRegex()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSeed"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setSeed()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setIsRandomDateDisplacement"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setIsRandomDateDisplacement()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setMappingsColumn"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setMappingsColumn()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setReturnEntityMappings"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setReturnEntityMappings()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setBlackList"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setBlackList()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUseShifDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setUseShifDays()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUseShiftDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setUseShiftDays()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getUseShiftDays"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.getUseShiftDays()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setRegion"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setRegion()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setUnnormalizedDateMode"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setUnnormalizedDateMode()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setAgeRanges"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setAgeRanges()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setOutputAsDocument"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setOutputAsDocument()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setSameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setSameLengthFormattedEntities()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.getSameLengthFormattedEntities"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.getSameLengthFormattedEntities()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setGenderAwareness"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setGenderAwareness()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.deid.deidentication_params.DeIdentificationParams.setAgeRangesByHipaa"><code class="docutils literal notranslate"><span class="pre">DeIdentificationParams.setAgeRangesByHipaa()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
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diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html
index 2cc973348b..d02ceee28f 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/deid/doccument_hashcoder/index.html
@@ -301,6 +301,7 @@
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+<li class="toctree-l2"><a class="reference internal" href="../deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
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 <li class="toctree-l2"><a class="reference internal" href="../name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
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 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+<li class="toctree-l2"><a class="reference internal" href="deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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index 54d8e46ae6..0eafefcaa1 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/generic_classifier/index.html
@@ -301,6 +301,7 @@
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+<li class="toctree-l2"><a class="reference internal" href="../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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index 406d60c5a4..d67088b2d2 100644
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+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/index.html
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+<li class="toctree-l2"><a class="reference internal" href="deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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 <li class="toctree-l1"><a class="reference internal" href="deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><ul>
 <li class="toctree-l2"><a class="reference internal" href="deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
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 <li class="toctree-l2"><a class="reference internal" href="seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><ul>
+<li class="toctree-l2"><a class="reference internal" href="splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><ul>
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 <dd></dd></dl>
 
+<dl class="py data">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter">
+<span class="sig-name descname"><span class="pre">splitter</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
 </section>
 </section>
 
@@ -688,6 +703,7 @@ <h2>Package Contents<a class="headerlink" href="#package-contents" title="Permal
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.chunker"><code class="docutils literal notranslate"><span class="pre">chunker</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.seq2seq"><code class="docutils literal notranslate"><span class="pre">seq2seq</span></code></a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.windowed"><code class="docutils literal notranslate"><span class="pre">windowed</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter"><code class="docutils literal notranslate"><span class="pre">splitter</span></code></a></li>
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+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
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diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/merge/index.html
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 <li class="toctree-l2"><a class="reference internal" href="../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
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 <li class="toctree-l2"><a class="reference internal" href="../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
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 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
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diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/index.html
index 58daff4021..e5c46619df 100644
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@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html
index f01c58cbd9..de02a8a7f0 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/iob_tagger/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html
index 9085776cdb..7461095963 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
@@ -957,6 +962,22 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setDoExceptionHandling">
+<span class="sig-name descname"><span class="pre">setDoExceptionHandling</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setDoExceptionHandling" title="Permalink to this definition">#</a></dt>
+<dd><p>If true, tries to compute batch-wise as usual.
+If within a batch an exception occurs, the batch will be processed row-wise and for any exception occurring during row-processing a Error Annotation is emitted.
+This means only the bad rows are lost instead of entire batch.
+This comes with a performance penalty.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>value</strong><span class="classifier">bool</span></dt><dd></dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEnableMemoryOptimizer">
 <span class="sig-name descname"><span class="pre">setEnableMemoryOptimizer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEnableMemoryOptimizer" title="Permalink to this definition">#</a></dt>
@@ -1237,6 +1258,11 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <span class="sig-name descname"><span class="pre">includeAllConfidenceScores</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.includeAllConfidenceScores" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.doExceptionHandling">
+<span class="sig-name descname"><span class="pre">doExceptionHandling</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.doExceptionHandling" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
 <dl class="py attribute">
 <dt class="sig sig-object py" id="sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.inferenceBatchSize">
 <span class="sig-name descname"><span class="pre">inferenceBatchSize</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.inferenceBatchSize" title="Permalink to this definition">#</a></dt>
@@ -1447,6 +1473,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setValidationSplit"><code class="docutils literal notranslate"><span class="pre">MedicalNerApproach.setValidationSplit()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setIncludeConfidence"><code class="docutils literal notranslate"><span class="pre">MedicalNerApproach.setIncludeConfidence()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setIncludeAllConfidenceScores"><code class="docutils literal notranslate"><span class="pre">MedicalNerApproach.setIncludeAllConfidenceScores()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setDoExceptionHandling"><code class="docutils literal notranslate"><span class="pre">MedicalNerApproach.setDoExceptionHandling()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setEnableMemoryOptimizer"><code class="docutils literal notranslate"><span class="pre">MedicalNerApproach.setEnableMemoryOptimizer()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setUseBestModel"><code class="docutils literal notranslate"><span class="pre">MedicalNerApproach.setUseBestModel()</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.setLogPrefix"><code class="docutils literal notranslate"><span class="pre">MedicalNerApproach.setLogPrefix()</span></code></a></li>
@@ -1466,6 +1493,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.configProtoBytes"><code class="docutils literal notranslate"><span class="pre">MedicalNerModel.configProtoBytes</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.includeConfidence"><code class="docutils literal notranslate"><span class="pre">MedicalNerModel.includeConfidence</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.includeAllConfidenceScores"><code class="docutils literal notranslate"><span class="pre">MedicalNerModel.includeAllConfidenceScores</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.doExceptionHandling"><code class="docutils literal notranslate"><span class="pre">MedicalNerModel.doExceptionHandling</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.inferenceBatchSize"><code class="docutils literal notranslate"><span class="pre">MedicalNerModel.inferenceBatchSize</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.classes"><code class="docutils literal notranslate"><span class="pre">MedicalNerModel.classes</span></code></a></li>
 <li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerModel.trainingClassDistribution"><code class="docutils literal notranslate"><span class="pre">MedicalNerModel.trainingClassDistribution</span></code></a></li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html
index b508e78dc3..d9ea474c48 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/ner/ner_chunker/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
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+<li class="toctree-l2"><a class="reference internal" href="../classification/medical_bert_for_sequence_classification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification</span></code></a></li>
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+<li class="toctree-l2"><a class="reference internal" href="../classification/medical_distilbert_for_sequence_classification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification</span></code></a></li>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+<li class="toctree-l2"><a class="reference internal" href="../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
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+<li class="toctree-l2"><a class="reference internal" href="../disambiguation/ner_disambiguator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.disambiguation.ner_disambiguator</span></code></a></li>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../embeddings/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.embeddings</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../embeddings/average_embeddings/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.embeddings.average_embeddings</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../embeddings/bert_sentence_embeddings/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../embeddings/entity_chunk_embeddings/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../embeddings/extractive_summarization/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.embeddings.extractive_summarization</span></code></a></li>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../merge/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.merge</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../merge/chunk_merge/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.merge.chunk_merge</span></code></a></li>
+</ul>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../ner/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.ner</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-10" name="toctree-checkbox-10" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-10"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../ner/iob_tagger/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.ner.iob_tagger</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../ner/medical_ner/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.ner.medical_ner</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../ner/ner_chunker/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.ner.ner_chunker</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../ner/ner_converter_internal/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.ner.ner_converter_internal</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../ner/ner_template_render/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.ner.ner_template_render</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../ner/zero_shot_ner/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.ner.zero_shot_ner</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../normalizer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.normalizer</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../normalizer/date_normalizer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.normalizer.date_normalizer</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../normalizer/drug_normalizer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.normalizer.drug_normalizer</span></code></a></li>
+</ul>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../qa/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.qa</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../qa/beam_search_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.qa.beam_search_params</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../qa/medical_qa/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.qa.medical_qa</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../qa/qa_ner_generator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.qa.qa_ner_generator</span></code></a></li>
+</ul>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../re/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.re</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-13"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../re/relation_extraction/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.re.relation_extraction</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../re/relation_extraction_dl/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.re.relation_extraction_dl</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../re/relation_ner_chunk_filter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.re.relation_ner_chunk_filter</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../re/zero_shot_relation_extraction/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.re.zero_shot_relation_extraction</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../resolution/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.resolution</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../resolution/resolver_merger/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.resolution.resolver_merger</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../resolution/sentence_entity_resolver/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.resolution.sentence_entity_resolver</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../seq2seq/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-15"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+<li class="toctree-l2"><a class="reference internal" href="../seq2seq/medical_summarizer/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.medical_summarizer</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../seq2seq/medical_text_generator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.medical_text_generator</span></code></a></li>
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+<li class="toctree-l2 current active"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
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+  <section id="module-sparknlp_jsl.annotator.splitter.internal_document_splitter">
+<span id="sparknlp-jsl-annotator-splitter-internal-document-splitter"></span><h1><a class="reference internal" href="#module-sparknlp_jsl.annotator.splitter.internal_document_splitter" title="sparknlp_jsl.annotator.splitter.internal_document_splitter"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a><a class="headerlink" href="#module-sparknlp_jsl.annotator.splitter.internal_document_splitter" title="Permalink to this heading">#</a></h1>
+<section id="module-contents">
+<h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this heading">#</a></h2>
+<section id="classes">
+<h3>Classes<a class="headerlink" href="#classes" title="Permalink to this heading">#</a></h3>
+<table class="autosummary longtable table autosummary">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter" title="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">InternalDocumentSplitter</span></code></a></p></td>
+<td><p>Annotator which splits large documents into small documents.</p></td>
+</tr>
+</tbody>
+</table>
+<dl class="py class">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">InternalDocumentSplitter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">classname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'com.johnsnowlabs.nlp.annotators.splitter.InternalDocumentSplitter'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">java_model</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter" title="Permalink to this definition">#</a></dt>
+<dd><p>Annotator which splits large documents into small documents.</p>
+<blockquote>
+<div><p>InternalDocumentSplitter has setSplitMode method to decide how to split documents.
+If splitMode is ‘recursive’, It takes the separators in order and
+splits subtexts if they are over the chunk length, considering optional overlap of the chunks.</p>
+<p>For example, given chunk size 20 and overlap 5:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="s2">&quot;He was, I take it, the most perfect reasoning and observing machine that the world has seen.&quot;</span>
+
+<span class="p">[</span><span class="s2">&quot;He was, I take it,&quot;</span><span class="p">,</span> <span class="s2">&quot;it, the most&quot;</span><span class="p">,</span> <span class="s2">&quot;most perfect&quot;</span><span class="p">,</span> <span class="s2">&quot;reasoning and&quot;</span><span class="p">,</span> <span class="s2">&quot;and observing&quot;</span><span class="p">,</span> <span class="s2">&quot;machine that the&quot;</span><span class="p">,</span> <span class="s2">&quot;the world has seen.&quot;</span><span class="p">]</span>
+</pre></div>
+</div>
+<p>Additionally, you can set</p>
+<ul class="simple">
+<li><p>custom patterns with setSplitPatterns</p></li>
+<li><p>whether patterns should be interpreted as regex with setPatternsAreRegex</p></li>
+<li><p>whether to keep the separators with setKeepSeparators</p></li>
+<li><p>whether to trim whitespaces with setTrimWhitespace</p></li>
+<li><p>whether to explode the splits to individual rows with setExplodeSplits</p></li>
+</ul>
+<table class="table">
+<thead>
+<tr class="row-odd"><th class="head"><p>Input Annotation types</p></th>
+<th class="head"><p>Output Annotation type</p></th>
+<th class="head"><p>Optional Input Annotation types</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p><code class="docutils literal notranslate"><span class="pre">DOCUMENT</span></code></p></td>
+<td><p><code class="docutils literal notranslate"><span class="pre">DOCUMENT</span></code></p></td>
+<td><p><code class="docutils literal notranslate"><span class="pre">DOCUMENT(Sentence)</span></code>, <code class="docutils literal notranslate"><span class="pre">TOKEN</span></code></p></td>
+</tr>
+</tbody>
+</table>
+</div></blockquote>
+<dl class="field-list">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl>
+<dt><strong>chunkSize</strong></dt><dd><blockquote>
+<div><p>Size of each chunk of text. This param is applicable only for “recursive” splitMode.</p>
+</div></blockquote>
+<dl class="simple">
+<dt>chunkOverlap</dt><dd><p>Length of the overlap between text chunks, by default <cite>0</cite>. This param is applicable only for “recursive” splitMode.</p>
+</dd>
+<dt>splitPatterns</dt><dd><p>Patterns to split the document. Default for recursive mode [”</p>
+</dd>
+</dl>
+</dd>
+<dt><strong>“, “</strong></dt><dd></dd>
+<dt><strong>“, “ “, “”], for regex mode [“(?x)  (?: [ trfv]*? n ){2}  [ trfv]*?”]</strong></dt><dd><blockquote>
+<div><dl class="simple">
+<dt>patternsAreRegex</dt><dd><p>Whether to interpret the split patterns as regular expressions, by default <cite>True</cite>.</p>
+</dd>
+<dt>keepSeparators</dt><dd><p>Whether to keep the separators in the final result , by default <cite>True</cite>. This param is applicable only for “recursive” splitMode.</p>
+</dd>
+<dt>explodeSplits</dt><dd><p>Whether to explode split chunks to separate rows , by default <cite>False</cite>.</p>
+</dd>
+<dt>trimWhitespace</dt><dd><p>Whether to trim whitespaces of extracted chunks , by default <cite>True</cite>.</p>
+</dd>
+<dt>splitMode</dt><dd><dl class="simple">
+<dt>The split mode to determine how text should be segmented. Default: ‘regex’. It should be one of the following values:</dt><dd><ul class="simple">
+<li><p>“char”: Split text based on individual characters.</p></li>
+<li><p>“token”: Split text based on tokens. You should supply tokens from inputCols.</p></li>
+<li><p>“sentence”: Split text based on sentences. You should supply sentences from inputCols.</p></li>
+<li><p>“recursive”: Split text recursively using a specific algorithm.</p></li>
+<li><p>“regex”: Split text based on a regular expression pattern.</p></li>
+</ul>
+</dd>
+</dl>
+</dd>
+<dt>sentenceAwareness</dt><dd><p>whether to split the document by sentence awareness if possible.
+If true, it can stop the split process before maxLength.
+If true, you should supply sentences from inputCols. Default: False.
+This param is not applicable only for “regex” and “recursive” splitMode.</p>
+</dd>
+<dt>maxLength</dt><dd><p>The maximum length allowed for spitting. The mode in which the maximum length is specified:
+- “char”: Maximum length is measured in characters. Default: 512
+- “token”: Maximum length is measured in tokens. Default: 128
+- “sentence”: Maximum length is measured in sentences. Default: 8</p>
+</dd>
+<dt>customBoundsStrategy</dt><dd><p>The custom bounds strategy for text splitting using regular expressions. This param is applicable only for “regex” splitMode.</p>
+</dd>
+<dt>caseSensitive</dt><dd><p>Whether to use case sensitive when matching regex, by default <cite>False</cite>. This param is applicable only for “regex” splitMode.</p>
+</dd>
+</dl>
+</div></blockquote>
+<dl class="simple">
+<dt>metaDataFields</dt><dd><p>Metadata fields to add specified data in columns to the metadata of the split documents.
+You should set column names to read columns.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd>
+</dl>
+<dl>
+<dt>“Is Briony Lodge, Serpentine Aven…|          19798|        39395| 19597|</dt><dd><p><a href="#id1"><span class="problematic" id="id2">|</span></a>[“How did that help you?”</p>
+</dd>
+<dt>“It was all-important. When a woman thinks that …|          39371|        59242| 19871|</dt><dd><p><a href="#id3"><span class="problematic" id="id4">|</span></a>[“‘But,’ said I, ‘there would be millions of red-headed men who</p>
+</dd>
+<dt>would apply….|          59166|        77833| 18667|</dt><dd><p><a href="#id5"><span class="problematic" id="id6">|</span></a>[My friend was an enthusiastic musician, being himself not only a</p>
+</dd>
+<dt>very capab…|          77835|        97769| 19934|</dt><dd><p><a href="#id7"><span class="problematic" id="id8">|</span></a>[“And yet I am not convinced of it,” I answered. “The cases which</p>
+</dd>
+<dt>come to li…|          97771|       117248| 19477|</dt><dd><p><a href="#id9"><span class="problematic" id="id10">|</span></a>[“Well, she had a slate-coloured, broad-brimmed straw hat, with a</p>
+</dd>
+<dt>feather of…|         117250|       137242| 19992|</dt><dd><p><a href="#id11"><span class="problematic" id="id12">|</span></a>[“That sounds a little paradoxical.”</p>
+</dd>
+<dt>“But it is profoundly True. Singulari…|         137244|       157171| 19927|</dt><dd><table class="table">
+<tbody>
+</tbody>
+</table>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.name">
+<span class="sig-name descname"><span class="pre">name</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">InternalDocumentSplitter</span></em><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.name" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.inputAnnotatorTypes">
+<span class="sig-name descname"><span class="pre">inputAnnotatorTypes</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.inputAnnotatorTypes" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.optionalInputAnnotatorTypes">
+<span class="sig-name descname"><span class="pre">optionalInputAnnotatorTypes</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.optionalInputAnnotatorTypes" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.outputAnnotatorType">
+<span class="sig-name descname"><span class="pre">outputAnnotatorType</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.outputAnnotatorType" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.splitMode">
+<span class="sig-name descname"><span class="pre">splitMode</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.splitMode" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.sentenceAwareness">
+<span class="sig-name descname"><span class="pre">sentenceAwareness</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.sentenceAwareness" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.maxLength">
+<span class="sig-name descname"><span class="pre">maxLength</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.maxLength" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.customBoundsStrategy">
+<span class="sig-name descname"><span class="pre">customBoundsStrategy</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.customBoundsStrategy" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.caseSensitive">
+<span class="sig-name descname"><span class="pre">caseSensitive</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.caseSensitive" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.metaDataFields">
+<span class="sig-name descname"><span class="pre">metaDataFields</span></span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.metaDataFields" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setSplitMode">
+<span class="sig-name descname"><span class="pre">setSplitMode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setSplitMode" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets the split mode to determine how text should be segmented. Default: ‘regex’.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>value</strong> – The split mode to be set. It should be one of the following values:
+- “char”: Split text based on individual characters.
+- “token”: Split text based on tokens. You should supply tokens from inputCols.
+- “sentence”: Split text based on sentences. You should supply sentences from inputCols.
+- “recursive”: Split text recursively using a specific algorithm.
+- “regex”: Split text based on a regular expression pattern.</p>
+</dd>
+</dl>
+<section id="parameters">
+<h4>Parameters<a class="headerlink" href="#parameters" title="Permalink to this heading">#</a></h4>
+<dl class="simple">
+<dt>value<span class="classifier">str</span></dt><dd><p>The split mode to determine how text should be segmented. Default: ‘regex’.</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setSentenceAwareness">
+<span class="sig-name descname"><span class="pre">setSentenceAwareness</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setSentenceAwareness" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets whether to split the document by sentence awareness if possible.
+If true, it can stop the split process before maxLength.
+If true, you should supply sentences from inputCols. Default: False.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>value</strong><span class="classifier">bool</span></dt><dd><p>Whether to enable sentence awareness</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setMaxLength">
+<span class="sig-name descname"><span class="pre">setMaxLength</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setMaxLength" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets the maximum length allowed for spitting.</p>
+<blockquote>
+<div><p>The mode in which the maximum length is specified:</p>
+</div></blockquote>
+<ul class="simple">
+<li><p>“char”: Maximum length is measured in characters. Default: 512</p></li>
+<li><p>“token”: Maximum length is measured in tokens. Default: 128</p></li>
+<li><p>“sentence”: Maximum length is measured in sentences. Default: 8</p></li>
+</ul>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setCustomBoundsStrategy">
+<span class="sig-name descname"><span class="pre">setCustomBoundsStrategy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setCustomBoundsStrategy" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets the custom bounds strategy for text splitting using regular expressions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>value</strong> – The custom bounds strategy to be set. It should be one of the following values:
+- “none”: No custom bounds are applied.
+- “prepend”: Custom bounds are prepended to the split documents.
+- “append”: Custom bounds are appended to the split documents.</p>
+</dd>
+</dl>
+<section id="id13">
+<h4>Parameters<a class="headerlink" href="#id13" title="Permalink to this heading">#</a></h4>
+<dl class="simple">
+<dt>value<span class="classifier">str</span></dt><dd><p>The custom bounds strategy for text splitting using regular expressions, by default “none”.</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setCaseSensitive">
+<span class="sig-name descname"><span class="pre">setCaseSensitive</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setCaseSensitive" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets whether to use case sensitive when matching regex.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>value</strong><span class="classifier">bool</span></dt><dd><p>Whether to use case sensitive when matching regex, by default <cite>False</cite>.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setMetaDataFields">
+<span class="sig-name descname"><span class="pre">setMetaDataFields</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setMetaDataFields" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets metadata fields to add specified data in columns to the metadata of the split documents.
+You should set column names to read columns.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>value: List[str], list of column names</strong></dt><dd><p>Metadata fields to add specified data in columns to the metadata of the split documents.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setInputCols">
+<span class="sig-name descname"><span class="pre">setInputCols</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setInputCols" title="Permalink to this definition">#</a></dt>
+<dd><p>Sets column names of input annotations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><dl class="simple">
+<dt><strong>*value</strong><span class="classifier">str</span></dt><dd><p>Input columns for the annotator</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+</section>
+
+
+                </article>
+              
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-contents">Module Contents</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#classes">Classes</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.name"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.name</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.inputAnnotatorTypes"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.inputAnnotatorTypes</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.optionalInputAnnotatorTypes"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.optionalInputAnnotatorTypes</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.outputAnnotatorType"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.outputAnnotatorType</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.splitMode"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.splitMode</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.sentenceAwareness"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.sentenceAwareness</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.maxLength"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.maxLength</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.customBoundsStrategy"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.customBoundsStrategy</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.caseSensitive"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.caseSensitive</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.metaDataFields"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.metaDataFields</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setSplitMode"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.setSplitMode()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setSentenceAwareness"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.setSentenceAwareness()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setMaxLength"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.setMaxLength()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setCustomBoundsStrategy"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.setCustomBoundsStrategy()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setCaseSensitive"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.setCaseSensitive()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setMetaDataFields"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.setMetaDataFields()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.annotator.splitter.internal_document_splitter.InternalDocumentSplitter.setInputCols"><code class="docutils literal notranslate"><span class="pre">InternalDocumentSplitter.setInputCols()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
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+<script src="../../../../../../static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52"></script>
+
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+<div class="bd-footer__inner bd-page-width">
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+</html>
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diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html
index 9252f51aa6..3d201263df 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/tf_graph_builder/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../windowed/windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/index.html
index d528659096..df6dd17a7d 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 current active has-children"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 current active has-children"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="windowed_sentence/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html
index dd0279ed7a..c9834a2a67 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/windowed/windowed_sentence/index.html
@@ -301,6 +301,7 @@
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../../deid/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/deIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deIdentification</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="../../deid/deidentication_params/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.deidentication_params</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/doccument_hashcoder/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/name_obfuscator/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.name_obfuscator</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="../../deid/reIdentification/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.deid.reIdentification</span></code></a></li>
@@ -365,7 +366,11 @@
 <li class="toctree-l2"><a class="reference internal" href="../../seq2seq/text2sql/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq.text2sql</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l1 current active has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
+<li class="toctree-l1 has-children"><a class="reference internal" href="../../splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../../splitter/internal_document_splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1 current active has-children"><a class="reference internal" href="../index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a><input checked="" class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2 current active"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code></a></li>
 </ul>
 </li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/index.html
index 0307705b25..a639f4ee89 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/index.html
@@ -333,6 +333,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi
 <li class="toctree-l2"><a class="reference internal" href="annotator/re/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.re</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="annotator/resolution/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.resolution</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="annotator/seq2seq/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.seq2seq</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="annotator/splitter/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.splitter</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="annotator/windowed/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.windowed</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="annotator/annotation_merger/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.annotation_merger</span></code></a></li>
 <li class="toctree-l2"><a class="reference internal" href="annotator/chunk2_token/index.html"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.annotator.chunk2_token</span></code></a></li>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html
index 47bcbc055a..7ca135c19e 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/legal/chunk_classification/deid/deIdentification/index.html
@@ -393,14 +393,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <dd><p>Contains all the methods for training a DeIdentificationModel model.
 This module can obfuscate or mask the entities that contains personal information. These can be set with a file of
 regex patterns with setRegexPatternsDictionary, where each line is a mapping of entity to regex.</p>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>If the mode is set to ‘obfuscate’, the DeIdentification utilizes <strong>java.security.SecureRandom</strong> for generating fake data.
-You can select a generation algorithm by configuring <strong>spark.jsl.settings.seed.numberGenerationAlgorithm</strong>.
-The chosen algorithm may impact the generation of fake data, performance, and potential blocking issues.
-For information about standard RNG algorithm names, refer to the SecureRandom section in the <a class="reference external" href="https://docs.oracle.com/javase/8/docs/technotes/guides/security/StandardNames.html#SecureRandom">Number Generation Algorithms</a>.
-The default algorithm is ‘SHA1PRNG’.</p>
-</div>
 <table class="table">
 <thead>
 <tr class="row-odd"><th class="head"><p>Input Annotation types</p></th>
@@ -584,14 +576,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">DeIdentificationModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">classname</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'com.johnsnowlabs.legal.chunk_classification.deid.DeIdentificationModel'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">java_model</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel" title="Permalink to this definition">#</a></dt>
 <dd><p>The DeIdentificationModel model can obfuscate or mask the entities that contains personal information. These can be set with a file of
 regex patterns with setRegexPatternsDictionary, where each line is a mapping of entity to regex.</p>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>If the mode is set to ‘obfuscate’, the DeIdentificationModel utilizes <strong>java.security.SecureRandom</strong> for generating fake data.
-You can select a generation algorithm by configuring <strong>spark.jsl.settings.seed.numberGenerationAlgorithm</strong>.
-The chosen algorithm may impact the generation of fake data, performance, and potential blocking issues.
-For information about standard RNG algorithm names, refer to the SecureRandom section in the <a class="reference external" href="https://docs.oracle.com/javase/8/docs/technotes/guides/security/StandardNames.html#SecureRandom">Number Generation Algorithms</a>.
-The default algorithm is ‘SHA1PRNG’.</p>
-</div>
 <table class="table">
 <thead>
 <tr class="row-odd"><th class="head"><p>Input Annotation types</p></th>
@@ -658,7 +642,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 </dd>
 <dt><strong>maskingPolicy</strong></dt><dd><dl class="simple">
 <dt>Select the masking policy:</dt><dd><p>same_length_chars: Replace the obfuscated entity with a masking sequence composed of asterisks and surrounding squared brackets, being the total length of the masking sequence of the same length as the original sequence.
-Example, Smith -&gt; [<a href="#id6"><span class="problematic" id="id7">**</span></a><a href="#id8"><span class="problematic" id="id9">*</span></a>].
+Example, Smith -&gt; [<a href="#id5"><span class="problematic" id="id6">**</span></a><a href="#id7"><span class="problematic" id="id8">*</span></a>].
 If the entity is less than 3 chars (like Jo, or 5), asterisks without brackets will be returned.
 entity_labels: Replace the values with the corresponding entity labels.
 fixed_length_chars: Replace the obfuscated entity with a masking sequence composed of a fixed number of asterisks.</p>
diff --git a/docs/licensed/api/python/searchindex.js b/docs/licensed/api/python/searchindex.js
index 5dafb499ef..46a5fcdec3 100644
--- a/docs/licensed/api/python/searchindex.js
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notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.alab</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.annotation_merger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertion_chunk_converter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion.assertion_dl_reg</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunk2_token</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.assertion_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_converter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_key_phrase_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunk_sentence_splitter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunker_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.chunkmapper_filterer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.chunker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.document_log_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.few_shot_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.generic_log_reg_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.generic_svm_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.classification.medical_distilbert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.context.contextual_parser</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.context</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.doccument_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.name_obfuscator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.reIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.deid.replacer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.disambiguation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.disambiguation.ner_disambiguator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.doc2_chunk_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.average_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.bert_sentence_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.entity_chunk_embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings.extractive_summarization</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.embeddings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.feature_assembler</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.filtering_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.generic_classifier.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.merge.chunk_merge</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.merge</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.iob_tagger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.medical_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_chunker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_converter_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_template_render</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer.date_normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer.drug_normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.beam_search_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.medical_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_ner_chunk_filter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution.resolver_merger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution2_chunk</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.router</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.text2sql</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.source_tracking_metadata_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.tf_graph_builder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.windowed</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.base</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_approach_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_model_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_properties_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.compatibility</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.custom_transformer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.deidentification_module</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.eval</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_classifier_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.finance_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.functions</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_classifier_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.legal_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.modelTracer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.bias.bias_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.bias</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.robustness_fixing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span 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(grublockcellv2 method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2.build"]], "call() (grublockcell method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops": [[20, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib": [[21, "module-sparknlp_jsl._tf_graph_builders.tf2contrib"]], "tf (in module sparknlp_jsl._tf_graph_builders.tf2contrib)": [[21, "sparknlp_jsl._tf_graph_builders.tf2contrib.tf"]], "lstmblockcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell"]], "lstmblockfusedcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell"]], "lstmblockwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper"]], "layerrnncell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LayerRNNCell"]], "build() (lstmblockcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.build"]], "build() (lstmblockfusedcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockFusedCell.build"]], "call() (lstmblockcell method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockCell.call"]], "call() (lstmblockwrapper method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.call"]], "num_units() (lstmblockwrapper method)": [[22, "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops.LSTMBlockWrapper.num_units"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops": [[22, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn": [[23, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn"]], "stack_bidirectional_dynamic_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)": [[23, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_dynamic_rnn"]], "stack_bidirectional_rnn() (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn)": [[23, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn.stack_bidirectional_rnn"]], "attentioncellwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper"]], "bidirectionalgridlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell"]], "cfncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell"]], "compiledwrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper"]], "conv1dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv1DLSTMCell"]], "conv2dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell"]], "conv3dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell"]], "convlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell"]], "coupledinputforgetgatelstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell"]], "glstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell"]], "gridlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell"]], "highwaywrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper"]], "indrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell"]], "indygrucell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell"]], "indylstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell"]], "intersectionrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell"]], "layernormbasiclstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell"]], "layernormlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell"]], "minimalrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell"]], "nascell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell"]], "ntmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell"]], "ntmcontrollerstate (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState"]], "phasedlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell"]], "srucell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell"]], "timefreqlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell"]], "ugrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell"]], "weightnormlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell"]], "build() (cfncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build"]], "build() (indrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build"]], "build() (indygrucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build"]], "build() (indylstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build"]], "build() (minimalrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build"]], "build() (nascell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build"]], "build() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build"]], "build() (srucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build"]], "call() (attentioncellwrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call"]], "call() (bidirectionalgridlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call"]], "call() (cfncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call"]], "call() (convlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call"]], "call() (coupledinputforgetgatelstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call"]], "call() (glstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call"]], "call() (gridlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call"]], "call() (indrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call"]], "call() (indygrucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call"]], "call() (indylstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call"]], "call() (intersectionrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call"]], "call() (layernormbasiclstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call"]], "call() (layernormlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call"]], "call() (minimalrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call"]], "call() (nascell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call"]], "call() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call"]], "call() (phasedlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call"]], "call() (srucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call"]], "call() (timefreqlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call"]], "call() (ugrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call"]], "call() (weightnormlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell": [[24, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"]], "zero_state() (compiledwrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state"]], "zero_state() (highwaywrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state"]], "zero_state() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state"]], "assertionmodel (class in sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model)": [[25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model": [[25, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl": [[26, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"]], "basetfmodel (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel)": [[27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel": [[27, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"]], "build_params (in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)": [[28, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params"]], "model (in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)": [[28, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model": [[28, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"]], "genericclassifiermodel (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model)": [[29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model": [[29, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier": [[30, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"]], "progresstracker (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker)": [[31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker": [[31, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"]], "model_ops (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS"]], "model_tensors (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS"]], "run_types (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES"]], "settings (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings": [[32, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"]], "assertiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder"]], "genericclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder"]], "nertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder"]], "relationextractiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder"]], "tfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"]], "tfgraphbuilderfactory (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders": [[33, "module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"]], "sparknlp_jsl._tf_graph_builders_1x": [[34, "module-sparknlp_jsl._tf_graph_builders_1x"]], "create_graph() (in module sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph)": [[35, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph": [[35, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"]], "datasetencoder (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder)": [[36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder": [[36, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl": [[37, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"]], 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"sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.name"]], "pretrained() (financenermodel static method)": [[159, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.pretrained"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner": [[159, "module-sparknlp_jsl.finance.token_classification.ner.finance_ner"]], "sparknlp_jsl.finance.token_classification.ner": [[160, "module-sparknlp_jsl.finance.token_classification.ner"]], "zeroshotnermodel (class in sparknlp_jsl.finance.token_classification.ner.zero_shot_ner)": [[161, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner": [[161, "module-sparknlp_jsl.finance.token_classification.ner.zero_shot_ner"]], "profile() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profile"]], "profileesrdv21y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileESRDV21Y19"]], "profilerxhccv05y20() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV05Y20"]], "profilerxhccv05y21() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV05Y21"]], "profilerxhccv05y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV05Y22"]], "profilerxhccv05y23() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV05Y23"]], "profilerxhccv08y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV08Y22"]], "profilerxhccv08y23() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV08Y23"]], "profilev22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22"]], "profilev22y17() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y17"]], "profilev22y18() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y18"]], "profilev22y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y19"]], "profilev22y20() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y20"]], "profilev22y21() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y21"]], "profilev22y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y22"]], "profilev23() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23"]], "profilev23y18() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23Y18"]], "profilev23y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23Y19"]], "profilev24() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24"]], "profilev24y17() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y17"]], "profilev24y18() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y18"]], "profilev24y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y19"]], "profilev24y20() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y20"]], "profilev24y21() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y21"]], "profilev24y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y22"]], "profilev28() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV28"]], "profilev28y24() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV28Y24"]], "sparknlp_jsl.functions": [[162, "module-sparknlp_jsl.functions"]], "annotators (in module sparknlp_jsl)": [[163, "sparknlp_jsl.annotators"]], "get_credentials() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.get_credentials"]], "library_settings() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.library_settings"]], "pub_version() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.pub_version"]], "size_regex (in module sparknlp_jsl)": [[163, "sparknlp_jsl.size_regex"]], "sparknlp_jsl": [[163, "module-sparknlp_jsl"]], "start() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.start"]], "transformer_seq_classification (in module sparknlp_jsl)": [[163, "sparknlp_jsl.transformer_seq_classification"]], "version() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.version"]], "version_regex (in module sparknlp_jsl)": [[163, "sparknlp_jsl.version_regex"]], "customlabels() (in module sparknlp_jsl.internal)": [[164, "sparknlp_jsl.internal.CustomLabels"]], "entityweights() (in module sparknlp_jsl.internal)": [[164, "sparknlp_jsl.internal.EntityWeights"]], "relationalcategories() (in module sparknlp_jsl.internal)": [[164, "sparknlp_jsl.internal.RelationalCategories"]], "targetentities() (in module sparknlp_jsl.internal)": [[164, "sparknlp_jsl.internal.TargetEntities"]], "sparknlp_jsl.internal": [[164, "module-sparknlp_jsl.internal"]], "assertiondlapproach (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[165, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[165, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertiondl": [[165, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[166, "module-sparknlp_jsl.legal.chunk_classification.assertion"]], "deidentification (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[167, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[167, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel"]], "sparknlp_jsl.legal.chunk_classification.deid.deidentification": [[167, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"]], "legaldocumenthashcoder (class in sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder)": [[168, "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder"]], "setidcolumn() (legaldocumenthashcoder method)": [[168, "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder.setIdColumn"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[168, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid": [[169, "module-sparknlp_jsl.legal.chunk_classification.deid"]], "sparknlp_jsl.legal.chunk_classification": [[170, "module-sparknlp_jsl.legal.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[171, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[171, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[171, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[172, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[172, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[172, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[173, "module-sparknlp_jsl.legal.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[174, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[174, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[174, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.legal.graph": [[175, "module-sparknlp_jsl.legal.graph"]], "sparknlp_jsl.legal.graph.relation_extraction": [[176, "module-sparknlp_jsl.legal.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl)": [[177, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[177, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction)": [[178, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[178, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.legal": [[179, "module-sparknlp_jsl.legal"]], "sparknlp_jsl.legal.sequence_classification": [[180, "module-sparknlp_jsl.legal.sequence_classification"]], "legalbertforsequenceclassification (class in sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification"]], "loadsavedmodel() (legalbertforsequenceclassification static method)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertforsequenceclassification static method)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModelOpenSource"]], "name (legalbertforsequenceclassification attribute)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.name"]], "pretrained() (legalbertforsequenceclassification static method)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[181, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"]], "legalclassifierdlapproach (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[182, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLApproach"]], "legalclassifierdlmodel (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[182, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel"]], "name (legalclassifierdlmodel attribute)": [[182, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.name"]], "pretrained() (legalclassifierdlmodel static method)": [[182, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[182, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"]], "legaldocumentmlclassifierapproach (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[183, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierApproach"]], "legaldocumentmlclassifiermodel (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[183, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel"]], "name (legaldocumentmlclassifiermodel attribute)": [[183, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.name"]], "pretrained() (legaldocumentmlclassifiermodel static method)": [[183, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[183, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"]], "legalfewshotclassifierapproach (class in sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierApproach"]], "legalfewshotclassifiermodel (class in sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel"]], "name (legalfewshotclassifierapproach attribute)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierApproach.name"]], "name (legalfewshotclassifiermodel attribute)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel.name"]], "pretrained() (legalfewshotclassifiermodel static method)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier": [[184, "module-sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier"]], "sparknlp_jsl.legal.sequence_generation": [[185, "module-sparknlp_jsl.legal.sequence_generation"]], "legalencoderdecoder (class in sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder)": [[186, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder"]], "name (legalencoderdecoder attribute)": [[186, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder.name"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[186, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"]], "legalquestionanswering (class in sparknlp_jsl.legal.sequence_generation.legal_qa)": [[187, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering"]], "loadsavedmodel() (legalquestionanswering static method)": [[187, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.loadSavedModel"]], "name (legalquestionanswering attribute)": [[187, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.name"]], "pretrained() (legalquestionanswering static method)": [[187, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[187, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"]], "legalsummarizer (class in sparknlp_jsl.legal.sequence_generation.legal_summarizer)": [[188, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer"]], "loadsavedmodel() (legalsummarizer static method)": [[188, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.loadSavedModel"]], "name (legalsummarizer attribute)": [[188, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.name"]], "pretrained() (legalsummarizer static method)": [[188, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[188, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"]], "legaltextgenerator (class in sparknlp_jsl.legal.sequence_generation.legal_text_generator)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator"]], "loadsavedmodel() (legaltextgenerator static method)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.loadSavedModel"]], "name (legaltextgenerator attribute)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.name"]], "pretrained() (legaltextgenerator static method)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[189, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"]], "legalnerquestiongenerator (class in sparknlp_jsl.legal.sequence_generation.qa_ner_generator)": [[190, "sparknlp_jsl.legal.sequence_generation.qa_ner_generator.LegalNerQuestionGenerator"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[190, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.legal.token_classification": [[191, "module-sparknlp_jsl.legal.token_classification"]], "sparknlp_jsl.legal.token_classification.ner": [[192, "module-sparknlp_jsl.legal.token_classification.ner"]], "legalbertfortokenclassification (class in sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification"]], "loadsavedmodel() (legalbertfortokenclassification static method)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertfortokenclassification static method)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModelOpenSource"]], "name (legalbertfortokenclassification attribute)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.name"]], "pretrained() (legalbertfortokenclassification static method)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[193, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"]], "legalnerapproach (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerApproach"]], "legalnermodel (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel"]], "loadsavedmodel() (legalnermodel static method)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.loadSavedModel"]], "name (legalnermodel attribute)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.name"]], "pretrained() (legalnermodel static method)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[194, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"]], "zeroshotnermodel (class in sparknlp_jsl.legal.token_classification.ner.zero_shot_ner)": [[195, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[195, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"]], "modeltracer (class in sparknlp_jsl.modeltracer)": [[196, "sparknlp_jsl.modelTracer.ModelTracer"]], "adduidcols() (modeltracer method)": [[196, "sparknlp_jsl.modelTracer.ModelTracer.addUidCols"]], "sparknlp_jsl.modeltracer": [[196, "module-sparknlp_jsl.modelTracer"]], "rulebasedclassifier (class in sparknlp_jsl.nlp_test.bias.bias_testing)": [[197, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier"]], "init_medical_gender_classifier() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[197, "sparknlp_jsl.nlp_test.bias.bias_testing.init_medical_gender_classifier"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[197, "module-sparknlp_jsl.nlp_test.bias.bias_testing"]], "test_gender_bias() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[197, "sparknlp_jsl.nlp_test.bias.bias_testing.test_gender_bias"]], "transform() (rulebasedclassifier method)": [[197, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier.transform"]], "sparknlp_jsl.nlp_test.bias": [[198, "module-sparknlp_jsl.nlp_test.bias"]], "sparknlp_jsl.nlp_test": [[199, "module-sparknlp_jsl.nlp_test"]], "sparknlp_jsl.nlp_test.noisy_labels": [[200, "module-sparknlp_jsl.nlp_test.noisy_labels"]], "interactivefix (class in sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix"]], "add_flag_to_conll() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.add_flag_to_conll"]], "adjust_page_size() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.adjust_page_size"]], "apply_fixes() (interactivefix method)": 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"augmentcsv() (synonymaugmentationumls method)": [[211, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentCsv"]], "augmentdataframe() (synonymaugmentationumls method)": [[211, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentDataFrame"]], "create_annotation_column() (redatasethelper method)": [[211, "sparknlp_jsl.training.REDatasetHelper.create_annotation_column"]], "generateassertiontrainset() (annotationtooljsonreader method)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader.generateAssertionTrainSet"]], "generateconll() (annotationtooljsonreader method)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader.generateConll"]], "generateplainassertiontrainset() (annotationtooljsonreader method)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader.generatePlainAssertionTrainSet"]], "readdataset() (annotationtooljsonreader method)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader.readDataset"]], "readdatasettaskner() (cantemistreader method)": [[211, 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class=\"pre\">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</span></code>", "<code 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literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper</span></code>", 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notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.merge.chunk_merge</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.merge</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.iob_tagger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.medical_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_chunker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_converter_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.ner_template_render</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer.date_normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer.drug_normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.normalizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.beam_search_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.medical_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.qa.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.relation_ner_chunk_filter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.re.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution.resolver_merger</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.resolution2_chunk</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.router</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.medical_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.seq2seq.text2sql</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.source_tracking_metadata_params</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.splitter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.splitter.internal_document_splitter</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.tf_graph_builder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.windowed</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.annotator.windowed.windowed_sentence</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.base</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_approach_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_model_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common.annotator_properties_internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.common</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.compatibility</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.custom_transformer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.deidentification_module</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.eval</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_classifier_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.finance_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.sequence_generation.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.finance_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.finance.token_classification.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.functions</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.internal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.assertion.assertionDL</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.assertion</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid.deIdentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.deid</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.docmapper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_classifier_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_qa</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_summarizer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.legal_text_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.sequence_generation.qa_ner_generator</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.legal_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.legal.token_classification.ner.zero_shot_ner</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.modelTracer</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.bias.bias_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.bias</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.noisy_labels.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.robustness_fixing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.robustness_testing</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.nlp_test.robustness.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.pretrained</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.structured_deidentification</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.text_to_documents_columns</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.training</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.training_log_parser</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.updateModels</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.util</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.alab_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.conll_parse</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.deidentification_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.imports</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.java_helper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.licensed_annotator_type</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.log_parse</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ner_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ocr_nlp_processor</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.ocr_utils</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.risk_adjustment_utils</span></code>", "<code 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"conv2dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv2DLSTMCell"]], "conv3dlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.Conv3DLSTMCell"]], "convlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell"]], "coupledinputforgetgatelstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell"]], "glstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell"]], "gridlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell"]], "highwaywrapper (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper"]], "indrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell"]], "indygrucell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell"]], "indylstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell"]], "intersectionrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell"]], "layernormbasiclstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell"]], "layernormlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell"]], "minimalrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell"]], "nascell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell"]], "ntmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell"]], "ntmcontrollerstate (in module sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMControllerState"]], "phasedlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell"]], "srucell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell"]], "timefreqlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell"]], "ugrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell"]], "weightnormlstmcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell"]], "build() (cfncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.build"]], "build() (indrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.build"]], "build() (indygrucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.build"]], "build() (indylstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.build"]], "build() (minimalrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.build"]], "build() (nascell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.build"]], "build() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.build"]], "build() (srucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.build"]], "call() (attentioncellwrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.AttentionCellWrapper.call"]], "call() (bidirectionalgridlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.BidirectionalGridLSTMCell.call"]], "call() (cfncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CFNCell.call"]], "call() (convlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.ConvLSTMCell.call"]], "call() (coupledinputforgetgatelstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CoupledInputForgetGateLSTMCell.call"]], "call() (glstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GLSTMCell.call"]], "call() (gridlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.GridLSTMCell.call"]], "call() (indrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndRNNCell.call"]], "call() (indygrucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyGRUCell.call"]], "call() (indylstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IndyLSTMCell.call"]], "call() (intersectionrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.IntersectionRNNCell.call"]], "call() (layernormbasiclstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormBasicLSTMCell.call"]], "call() (layernormlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.LayerNormLSTMCell.call"]], "call() (minimalrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.MinimalRNNCell.call"]], "call() (nascell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NASCell.call"]], "call() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.call"]], "call() (phasedlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.PhasedLSTMCell.call"]], "call() (srucell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.SRUCell.call"]], "call() (timefreqlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.TimeFreqLSTMCell.call"]], "call() (ugrnncell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.UGRNNCell.call"]], "call() (weightnormlstmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.WeightNormLSTMCell.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell": [[24, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell"]], "zero_state() (compiledwrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.CompiledWrapper.zero_state"]], "zero_state() (highwaywrapper method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.HighwayWrapper.zero_state"]], "zero_state() (ntmcell method)": [[24, "sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell.NTMCell.zero_state"]], "assertionmodel (class in sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model)": [[25, "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model.AssertionModel"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model": [[25, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model"]], "sparknlp_jsl._tf_graph_builders_1x.assertion_dl": [[26, "module-sparknlp_jsl._tf_graph_builders_1x.assertion_dl"]], "basetfmodel (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel)": [[27, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel": [[27, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel"]], "build_params (in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)": [[28, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.build_params"]], "model (in module sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model)": [[28, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model.model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model": [[28, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model"]], "genericclassifiermodel (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model)": [[29, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model.GenericClassifierModel"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model": [[29, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier": [[30, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier"]], "progresstracker (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker)": [[31, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker.ProgressTracker"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker": [[31, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker"]], "model_ops (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_OPS"]], "model_tensors (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.MODEL_TENSORS"]], "run_types (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.RUN_TYPES"]], "settings (class in sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings)": [[32, "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings.Settings"]], "sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings": [[32, "module-sparknlp_jsl._tf_graph_builders_1x.generic_classifier.settings"]], "assertiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.AssertionTFGraphBuilder"]], "genericclassifiertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.GenericClassifierTFGraphBuilder"]], "nertfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder"]], "relationextractiontfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.RelationExtractionTFGraphBuilder"]], "tfgraphbuilder (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder"]], "tfgraphbuilderfactory (class in sparknlp_jsl._tf_graph_builders_1x.graph_builders)": [[33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilderFactory"]], "sparknlp_jsl._tf_graph_builders_1x.graph_builders": [[33, "module-sparknlp_jsl._tf_graph_builders_1x.graph_builders"]], "sparknlp_jsl._tf_graph_builders_1x": [[34, "module-sparknlp_jsl._tf_graph_builders_1x"]], "create_graph() (in module sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph)": [[35, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph.create_graph"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph": [[35, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.create_graph"]], "datasetencoder (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder)": [[36, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder.DatasetEncoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder": [[36, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl": [[37, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl"]], "nermodel (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model)": [[38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model": [[38, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model"]], "nermodelsaver (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver)": [[39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver": [[39, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver"]], "sentencegrouper (class in sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper)": [[40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper"]], "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper": [[40, "module-sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper"]], "annotationlab (class in sparknlp_jsl.alab)": [[41, "sparknlp_jsl.alab.AnnotationLab"]], "create_project() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.create_project"]], "delete_project() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.delete_project"]], "delete_tasks() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.delete_tasks"]], "generate_preannotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.generate_preannotations"]], "get_iaa_metrics() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_IAA_metrics"]], "get_all_projects() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_all_projects"]], "get_annotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_annotations"]], "get_assertion_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_assertion_data"]], "get_classification_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_classification_data"]], "get_conll_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_conll_data"]], "get_project_config() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_project_config"]], "get_relation_extraction_data() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.get_relation_extraction_data"]], "review_annotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.review_annotations"]], "set_credentials() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.set_credentials"]], "set_project_config() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.set_project_config"]], "sparknlp_jsl.alab": [[41, "module-sparknlp_jsl.alab"]], "upload_preannotations() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.upload_preannotations"]], "upload_tasks() (annotationlab method)": [[41, "sparknlp_jsl.alab.AnnotationLab.upload_tasks"]], "annotationmerger (class in sparknlp_jsl.annotator.annotation_merger)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger"]], "inputannotatortypes (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.inputAnnotatorTypes"]], "inputtype (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.inputType"]], "name (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.name"]], "outputannotatortype (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.outputAnnotatorType"]], "setinputcols() (annotationmerger method)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.setInputCols"]], "setinputtype() (annotationmerger method)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.setInputType"]], "skiplpinputcolsvalidation (annotationmerger attribute)": [[42, "sparknlp_jsl.annotator.annotation_merger.AnnotationMerger.skipLPInputColsValidation"]], "sparknlp_jsl.annotator.annotation_merger": [[42, "module-sparknlp_jsl.annotator.annotation_merger"]], "assertiondlapproach (class in sparknlp_jsl.annotator.assertion.assertiondl)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.annotator.assertion.assertiondl)": [[43, 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"norvigspellevaluation (class in sparknlp_jsl.eval)": [[133, "sparknlp_jsl.eval.NorvigSpellEvaluation"]], "posevaluation (class in sparknlp_jsl.eval)": [[133, "sparknlp_jsl.eval.POSEvaluation"]], "symspellevaluation (class in sparknlp_jsl.eval)": [[133, "sparknlp_jsl.eval.SymSpellEvaluation"]], "computeaccuracyannotator() (nercrfevaluation method)": [[133, "sparknlp_jsl.eval.NerCrfEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (nerdlevaluation method)": [[133, "sparknlp_jsl.eval.NerDLEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (norvigspellevaluation method)": [[133, "sparknlp_jsl.eval.NorvigSpellEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (posevaluation method)": [[133, "sparknlp_jsl.eval.POSEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (symspellevaluation method)": [[133, "sparknlp_jsl.eval.SymSpellEvaluation.computeAccuracyAnnotator"]], "computeaccuracymodel() (nercrfevaluation method)": [[133, "sparknlp_jsl.eval.NerCrfEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (nerdlevaluation method)": [[133, "sparknlp_jsl.eval.NerDLEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (norvigspellevaluation method)": [[133, "sparknlp_jsl.eval.NorvigSpellEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (posevaluation method)": [[133, "sparknlp_jsl.eval.POSEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (symspellevaluation method)": [[133, "sparknlp_jsl.eval.SymSpellEvaluation.computeAccuracyModel"]], "computemetricsfromdf() (nerdlmetrics method)": [[133, "sparknlp_jsl.eval.NerDLMetrics.computeMetricsFromDF"]], "sparknlp_jsl.eval": [[133, "module-sparknlp_jsl.eval"]], "assertiondlapproach (class in sparknlp_jsl.finance.chunk_classification.assertion.assertiondl)": [[134, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in 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(class in sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder)": [[137, "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder.FinanceDocumentHashCoder"]], "setidcolumn() (financedocumenthashcoder method)": [[137, "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder.FinanceDocumentHashCoder.setIdColumn"]], "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder": [[137, "module-sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.finance.chunk_classification.deid": [[138, "module-sparknlp_jsl.finance.chunk_classification.deid"]], "sparknlp_jsl.finance.chunk_classification": [[139, "module-sparknlp_jsl.finance.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper)": [[140, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper)": [[140, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper": [[140, "module-sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper)": [[141, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper)": [[141, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper": [[141, "module-sparknlp_jsl.finance.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.finance.chunk_classification.resolution": [[142, "module-sparknlp_jsl.finance.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver)": [[143, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver)": [[143, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver": [[143, "module-sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.finance.graph": [[144, "module-sparknlp_jsl.finance.graph"]], "sparknlp_jsl.finance.graph.relation_extraction": [[145, "module-sparknlp_jsl.finance.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl)": [[146, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl": [[146, "module-sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction)": [[147, "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction": [[147, "module-sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.finance": [[148, "module-sparknlp_jsl.finance"]], "financebertforsequenceclassification (class in sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification)": [[149, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification"]], "loadsavedmodel() (financebertforsequenceclassification static method)": [[149, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (financebertforsequenceclassification static method)": [[149, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModelOpenSource"]], "name (financebertforsequenceclassification attribute)": [[149, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.name"]], "pretrained() (financebertforsequenceclassification static method)": [[149, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification": [[149, "module-sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification"]], "financeclassifierdlapproach (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl)": [[150, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLApproach"]], "financeclassifierdlmodel (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl)": [[150, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel"]], "name (financeclassifierdlmodel attribute)": [[150, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel.name"]], "pretrained() (financeclassifierdlmodel static method)": [[150, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl": [[150, "module-sparknlp_jsl.finance.sequence_classification.finance_classifier_dl"]], "financedocumentmlclassifierapproach (class in sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier)": [[151, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierApproach"]], "financedocumentmlclassifiermodel (class in sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier)": [[151, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel"]], "name (financedocumentmlclassifiermodel attribute)": [[151, "sparknlp_jsl.finance.sequence_classification.finance_document_ml_classifier.FinanceDocumentMLClassifierModel.name"]], "pretrained() (financedocumentmlclassifiermodel static 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sparknlp_jsl.functions)": [[165, "sparknlp_jsl.functions.profileV24Y18"]], "profilev24y19() (in module sparknlp_jsl.functions)": [[165, "sparknlp_jsl.functions.profileV24Y19"]], "profilev24y20() (in module sparknlp_jsl.functions)": [[165, "sparknlp_jsl.functions.profileV24Y20"]], "profilev24y21() (in module sparknlp_jsl.functions)": [[165, "sparknlp_jsl.functions.profileV24Y21"]], "profilev24y22() (in module sparknlp_jsl.functions)": [[165, "sparknlp_jsl.functions.profileV24Y22"]], "profilev28() (in module sparknlp_jsl.functions)": [[165, "sparknlp_jsl.functions.profileV28"]], "profilev28y24() (in module sparknlp_jsl.functions)": [[165, "sparknlp_jsl.functions.profileV28Y24"]], "sparknlp_jsl.functions": [[165, "module-sparknlp_jsl.functions"]], "annotators (in module sparknlp_jsl)": [[166, "sparknlp_jsl.annotators"]], "get_credentials() (in module sparknlp_jsl)": [[166, "sparknlp_jsl.get_credentials"]], "library_settings() (in module sparknlp_jsl)": [[166, 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"sparknlp_jsl.internal": [[167, "module-sparknlp_jsl.internal"]], "assertiondlapproach (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[168, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[168, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertiondl": [[168, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[169, "module-sparknlp_jsl.legal.chunk_classification.assertion"]], "deidentification (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[170, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[170, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel"]], "sparknlp_jsl.legal.chunk_classification.deid.deidentification": [[170, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"]], "legaldocumenthashcoder (class in sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder)": [[171, "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder"]], "setidcolumn() (legaldocumenthashcoder method)": [[171, "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder.setIdColumn"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[171, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid": [[172, "module-sparknlp_jsl.legal.chunk_classification.deid"]], "sparknlp_jsl.legal.chunk_classification": [[173, "module-sparknlp_jsl.legal.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[174, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[174, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[174, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[175, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[175, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[175, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[176, "module-sparknlp_jsl.legal.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[177, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[177, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[177, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.legal.graph": [[178, "module-sparknlp_jsl.legal.graph"]], "sparknlp_jsl.legal.graph.relation_extraction": [[179, "module-sparknlp_jsl.legal.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl)": [[180, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[180, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction)": [[181, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[181, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.legal": [[182, "module-sparknlp_jsl.legal"]], "sparknlp_jsl.legal.sequence_classification": [[183, "module-sparknlp_jsl.legal.sequence_classification"]], "legalbertforsequenceclassification (class in sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification"]], "loadsavedmodel() (legalbertforsequenceclassification static method)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertforsequenceclassification static method)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModelOpenSource"]], "name (legalbertforsequenceclassification attribute)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.name"]], "pretrained() (legalbertforsequenceclassification static method)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[184, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"]], "legalclassifierdlapproach (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[185, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLApproach"]], "legalclassifierdlmodel (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[185, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel"]], "name (legalclassifierdlmodel attribute)": [[185, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.name"]], "pretrained() (legalclassifierdlmodel static method)": [[185, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[185, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"]], "legaldocumentmlclassifierapproach (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[186, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierApproach"]], "legaldocumentmlclassifiermodel (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[186, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel"]], "name (legaldocumentmlclassifiermodel attribute)": [[186, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.name"]], "pretrained() (legaldocumentmlclassifiermodel static method)": [[186, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[186, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"]], "legalfewshotclassifierapproach (class in sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier)": [[187, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierApproach"]], "legalfewshotclassifiermodel (class in sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier)": [[187, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel"]], "name (legalfewshotclassifierapproach attribute)": [[187, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierApproach.name"]], "name (legalfewshotclassifiermodel attribute)": [[187, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel.name"]], "pretrained() (legalfewshotclassifiermodel static method)": [[187, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier": [[187, "module-sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier"]], "sparknlp_jsl.legal.sequence_generation": [[188, "module-sparknlp_jsl.legal.sequence_generation"]], "legalencoderdecoder (class in sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder"]], "name (legalencoderdecoder attribute)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder.name"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[189, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"]], "legalquestionanswering (class in sparknlp_jsl.legal.sequence_generation.legal_qa)": [[190, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering"]], "loadsavedmodel() (legalquestionanswering static method)": [[190, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.loadSavedModel"]], "name (legalquestionanswering attribute)": [[190, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.name"]], "pretrained() (legalquestionanswering static method)": [[190, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[190, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"]], "legalsummarizer (class in sparknlp_jsl.legal.sequence_generation.legal_summarizer)": [[191, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer"]], "loadsavedmodel() (legalsummarizer static method)": [[191, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.loadSavedModel"]], "name (legalsummarizer attribute)": [[191, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.name"]], "pretrained() (legalsummarizer static method)": [[191, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[191, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"]], "legaltextgenerator (class in sparknlp_jsl.legal.sequence_generation.legal_text_generator)": [[192, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator"]], "loadsavedmodel() (legaltextgenerator static method)": [[192, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.loadSavedModel"]], "name (legaltextgenerator attribute)": [[192, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.name"]], "pretrained() (legaltextgenerator static method)": [[192, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[192, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"]], "legalnerquestiongenerator (class in sparknlp_jsl.legal.sequence_generation.qa_ner_generator)": [[193, "sparknlp_jsl.legal.sequence_generation.qa_ner_generator.LegalNerQuestionGenerator"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[193, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.legal.token_classification": [[194, "module-sparknlp_jsl.legal.token_classification"]], "sparknlp_jsl.legal.token_classification.ner": [[195, "module-sparknlp_jsl.legal.token_classification.ner"]], "legalbertfortokenclassification (class in sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier)": [[196, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification"]], "loadsavedmodel() (legalbertfortokenclassification static method)": [[196, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertfortokenclassification static method)": [[196, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModelOpenSource"]], "name (legalbertfortokenclassification attribute)": [[196, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.name"]], "pretrained() (legalbertfortokenclassification static method)": [[196, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[196, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"]], "legalnerapproach (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[197, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerApproach"]], "legalnermodel (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[197, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel"]], "loadsavedmodel() (legalnermodel static method)": [[197, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.loadSavedModel"]], "name (legalnermodel attribute)": [[197, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.name"]], "pretrained() (legalnermodel static method)": [[197, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[197, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"]], "zeroshotnermodel (class in sparknlp_jsl.legal.token_classification.ner.zero_shot_ner)": [[198, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[198, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"]], "modeltracer (class in sparknlp_jsl.modeltracer)": [[199, "sparknlp_jsl.modelTracer.ModelTracer"]], "adduidcols() (modeltracer method)": [[199, "sparknlp_jsl.modelTracer.ModelTracer.addUidCols"]], "sparknlp_jsl.modeltracer": [[199, "module-sparknlp_jsl.modelTracer"]], "rulebasedclassifier (class in sparknlp_jsl.nlp_test.bias.bias_testing)": [[200, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier"]], "init_medical_gender_classifier() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[200, "sparknlp_jsl.nlp_test.bias.bias_testing.init_medical_gender_classifier"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[200, "module-sparknlp_jsl.nlp_test.bias.bias_testing"]], "test_gender_bias() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[200, "sparknlp_jsl.nlp_test.bias.bias_testing.test_gender_bias"]], "transform() (rulebasedclassifier method)": [[200, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier.transform"]], "sparknlp_jsl.nlp_test.bias": [[201, "module-sparknlp_jsl.nlp_test.bias"]], "sparknlp_jsl.nlp_test": [[202, "module-sparknlp_jsl.nlp_test"]], "sparknlp_jsl.nlp_test.noisy_labels": [[203, "module-sparknlp_jsl.nlp_test.noisy_labels"]], "interactivefix (class in sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix"]], "add_flag_to_conll() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.add_flag_to_conll"]], "adjust_page_size() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.adjust_page_size"]], "apply_fixes() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.apply_fixes"]], "apply_label_fixes() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.apply_label_fixes"]], "conll_reader() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_reader"]], "conll_writer() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_writer"]], "create_grid() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.create_grid"]], "display() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.display"]], "empty_grid() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.empty_grid"]], "fill_grid() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fill_grid"]], "fix_all() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_all"]], "fix_label() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_label"]], "get_cell_element() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_cell_element"]], "get_central_grid() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_central_grid"]], "get_classes() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_classes"]], "get_default_indx() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_default_indx"]], "get_drop_down() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_drop_down"]], "get_drop_down_title() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_drop_down_title"]], "get_footer() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_footer"]], "get_header() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_header"]], "get_page_control_buttons() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_page_control_buttons"]], "get_page_number() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_page_number"]], "get_sentence() (interactivefix method)": [[204, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_sentence"]], "get_title_html() (interactivefix method)": [[204, 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sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.conll_reader"]], "convert_accent() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.convert_accent"]], "create_dataframe() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.create_dataframe"]], "create_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.create_terminology"]], "filter_by_entity_type() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.filter_by_entity_type"]], "get_cohyponyms_wordnet() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.get_cohyponyms_wordnet"]], "get_sample() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.get_sample"]], "introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.introduce_typos"]], "modify_capitalization_lower() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_lower"]], "modify_capitalization_title() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_title"]], "modify_capitalization_upper() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_upper"]], "sparknlp_jsl.nlp_test.robustness.robustness_fixing": [[208, "module-sparknlp_jsl.nlp_test.robustness.robustness_fixing"]], "strip_punctuation_from_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.strip_punctuation_from_data"]], "swap_entities_with_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_entities_with_terminology"]], "swap_with_cohyponym() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_with_cohyponym"]], "test_and_augment_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[208, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.test_and_augment_robustness"]], "add_context() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_context"]], "add_contractions() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, 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sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.conll_sentence_reader"]], "create_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.create_terminology"]], "get_cohyponyms_wordnet() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.get_cohyponyms_wordnet"]], "introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.introduce_typos"]], "modify_capitalization() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.modify_capitalization"]], "remove_context_tokens() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, 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[[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.swap_named_entities_from_terminology"]], "swap_with_cohyponym() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.swap_with_cohyponym"]], "test_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[209, "sparknlp_jsl.nlp_test.robustness.robustness_testing.test_robustness"]], "calculate_proportion() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[210, "sparknlp_jsl.nlp_test.robustness.utils.calculate_proportion"]], "get_augmentation_proportions() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[210, "sparknlp_jsl.nlp_test.robustness.utils.get_augmentation_proportions"]], "sparknlp_jsl.nlp_test.robustness.utils": [[210, "module-sparknlp_jsl.nlp_test.robustness.utils"]], "suggest_perturbations() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[210, 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"augmentcsv() (synonymaugmentationumls method)": [[214, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentCsv"]], "augmentdataframe() (synonymaugmentationumls method)": [[214, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentDataFrame"]], "create_annotation_column() (redatasethelper method)": [[214, "sparknlp_jsl.training.REDatasetHelper.create_annotation_column"]], "generateassertiontrainset() (annotationtooljsonreader method)": [[214, "sparknlp_jsl.training.AnnotationToolJsonReader.generateAssertionTrainSet"]], "generateconll() (annotationtooljsonreader method)": [[214, "sparknlp_jsl.training.AnnotationToolJsonReader.generateConll"]], "generateplainassertiontrainset() (annotationtooljsonreader method)": [[214, "sparknlp_jsl.training.AnnotationToolJsonReader.generatePlainAssertionTrainSet"]], "readdataset() (annotationtooljsonreader method)": [[214, "sparknlp_jsl.training.AnnotationToolJsonReader.readDataset"]], "readdatasettaskner() (cantemistreader method)": [[214, 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"updatemodels (class in sparknlp_jsl.updatemodels)": [[216, "sparknlp_jsl.updateModels.UpdateModels"]], "sparknlp_jsl.updatemodels": [[216, "module-sparknlp_jsl.updateModels"]], "updatecachemodels() (updatemodels static method)": [[216, "sparknlp_jsl.updateModels.UpdateModels.updateCacheModels"]], "updatemodels() (updatemodels static method)": [[216, "sparknlp_jsl.updateModels.UpdateModels.updateModels"]], "get_mt_samples() (in module sparknlp_jsl.util)": [[217, "sparknlp_jsl.util.get_mt_samples"]], "sparknlp_jsl.util": [[217, "module-sparknlp_jsl.util"]], "document_assembler (in module sparknlp_jsl.utils.alab_utils)": [[218, "sparknlp_jsl.utils.alab_utils.document_assembler"]], "empty_df (in module sparknlp_jsl.utils.alab_utils)": [[218, "sparknlp_jsl.utils.alab_utils.empty_df"]], "get_doc_assembler() (in module sparknlp_jsl.utils.alab_utils)": [[218, "sparknlp_jsl.utils.alab_utils.get_doc_assembler"]], "get_empty_df() (in module sparknlp_jsl.utils.alab_utils)": [[218, 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"sparknlp_jsl.utils.deidentification_utils": [[220, "module-sparknlp_jsl.utils.deidentification_utils"]], "structured_deidentifier() (in module sparknlp_jsl.utils.deidentification_utils)": [[220, "sparknlp_jsl.utils.deidentification_utils.structured_deidentifier"]], "is_module_importable() (in module sparknlp_jsl.utils.imports)": [[221, "sparknlp_jsl.utils.imports.is_module_importable"]], "sparknlp_jsl.utils.imports": [[221, "module-sparknlp_jsl.utils.imports"]], "sparknlp_jsl.utils": [[222, "module-sparknlp_jsl.utils"]], "parse_str_to_dict() (in module sparknlp_jsl.utils.java_helper)": [[223, "sparknlp_jsl.utils.java_helper.parse_str_to_dict"]], "sparknlp_jsl.utils.java_helper": [[223, "module-sparknlp_jsl.utils.java_helper"]], "assertion (internalannotatortype attribute)": [[224, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.ASSERTION"]], "disambiguation (internalannotatortype attribute)": [[224, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.DISAMBIGUATION"]], "feature_vector (internalannotatortype attribute)": [[224, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.FEATURE_VECTOR"]], "internalannotatortype (class in sparknlp_jsl.utils.licensed_annotator_type)": [[224, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType"]], "keyword (internalannotatortype attribute)": [[224, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.KEYWORD"]], "selector (internalannotatortype attribute)": [[224, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SELECTOR"]], "sql (internalannotatortype attribute)": [[224, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SQL"]], "sparknlp_jsl.utils.licensed_annotator_type": [[224, "module-sparknlp_jsl.utils.licensed_annotator_type"]], "sparknlp_jsl.utils.log_parse": [[225, "module-sparknlp_jsl.utils.log_parse"]], "evaluate() (in module sparknlp_jsl.utils.ner_utils)": [[226, "sparknlp_jsl.utils.ner_utils.evaluate"]], "evaluate_conll_file() (in module sparknlp_jsl.utils.ner_utils)": [[226, "sparknlp_jsl.utils.ner_utils.evaluate_conll_file"]], "get_charts() (in module sparknlp_jsl.utils.ner_utils)": [[226, "sparknlp_jsl.utils.ner_utils.get_charts"]], "loss_plot() (in module sparknlp_jsl.utils.ner_utils)": [[226, "sparknlp_jsl.utils.ner_utils.loss_plot"]], "sparknlp_jsl.utils.ner_utils": [[226, "module-sparknlp_jsl.utils.ner_utils"]], "colors (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[227, "sparknlp_jsl.utils.ocr_nlp_processor.colors"]], "ocr_entity_processor() (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[227, "sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[227, "module-sparknlp_jsl.utils.ocr_nlp_processor"]], "colors (in module sparknlp_jsl.utils.ocr_utils)": [[228, "sparknlp_jsl.utils.ocr_utils.colors"]], "colors_rgb (in module sparknlp_jsl.utils.ocr_utils)": [[228, "sparknlp_jsl.utils.ocr_utils.colors_rgb"]], "draw_boxes_on_image_handwritten_region() (in module sparknlp_jsl.utils.ocr_utils)": [[228, "sparknlp_jsl.utils.ocr_utils.draw_boxes_on_image_handwritten_region"]], "get_handwritten_regions() (in module sparknlp_jsl.utils.ocr_utils)": [[228, "sparknlp_jsl.utils.ocr_utils.get_handwritten_regions"]], "label2color (in module sparknlp_jsl.utils.ocr_utils)": [[228, "sparknlp_jsl.utils.ocr_utils.label2color"]], "label2rgb (in module sparknlp_jsl.utils.ocr_utils)": [[228, "sparknlp_jsl.utils.ocr_utils.label2rgb"]], "pretrained_model (in module sparknlp_jsl.utils.ocr_utils)": [[228, "sparknlp_jsl.utils.ocr_utils.pretrained_model"]], "sparknlp_jsl.utils.ocr_utils": [[228, "module-sparknlp_jsl.utils.ocr_utils"]], "hcc_from_icd() (riskadjustmentutil static method)": [[229, "sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil.HCC_from_ICD"]], "hcc_labels() (riskadjustmentutil static method)": [[229, "sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil.HCC_labels"]], "riskadjustmentutil (class in sparknlp_jsl.utils.risk_adjustment_utils)": [[229, "sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil"]], "diff_between_hccs() (riskadjustmentutil static method)": [[229, "sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil.diff_between_HCCs"]], "sparknlp_jsl.utils.risk_adjustment_utils": [[229, "module-sparknlp_jsl.utils.risk_adjustment_utils"]], "aggregate_entities() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[230, "sparknlp_jsl.utils.training_log_parser_utils.aggregate_entities"]], "calc_metrics() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[230, "sparknlp_jsl.utils.training_log_parser_utils.calc_metrics"]], "count_chunks() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[230, "sparknlp_jsl.utils.training_log_parser_utils.count_chunks"]], "get_result() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[230, "sparknlp_jsl.utils.training_log_parser_utils.get_result"]], "is_chunk_end() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[230, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_end"]], "is_chunk_start() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[230, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_start"]], "sparknlp_jsl.utils.training_log_parser_utils": [[230, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "split_tag() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[230, "sparknlp_jsl.utils.training_log_parser_utils.split_tag"]]}})
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