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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/annotator/Doc2ChunkInternal.html b/docs/licensed/api/com/johnsnowlabs/annotator/Doc2ChunkInternal.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/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 5.1.3 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>
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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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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.annotator.Router" />
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+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.annotator.Router" />
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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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.annotator" />
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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/finance/chunk_classification/assertion/AssertionDLApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLApproach.html
index b5372bcd8f..1b77daa498 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLApproach" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/assertion/AssertionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLModel$.html
index e583469c63..3811ddbc08 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLModel" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/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 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/assertion/index.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/index.html
index 827f859730..0db729761b 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.assertion" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/deid/FinanceDocumentHashCoder.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/deid/FinanceDocumentHashCoder.html
index 15c9349f63..583b583711 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/deid/FinanceDocumentHashCoder.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.deid.FinanceDocumentHashCoder</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/deid/index.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/deid/index.html
index be98d40024..52b3dc9728 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification.deid" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.deid</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/index.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/index.html
index 2bd9bf4b1a..8c82f65afb 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/index.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/ChunkMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperApproach.html
index 5a73e262c3..fe9dbe9289 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperApproach.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ChunkMapperApproach</title>
+          <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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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/ChunkMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel$.html
index a2671cfa1e..d00aa9f24c 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ChunkMapperModel</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/ChunkMapperModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel.html
index 62845049b2..0ee639a4a2 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ChunkMapperModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ChunkMapperModel</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/DocMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperApproach.html
index 35563e2b10..4f82722f2f 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperApproach.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperApproach</title>
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/DocMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel$.html
index ff12b928d9..02eb352a0d 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/DocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel.html
index 2c4deea710..2757d537b1 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/DocMapperModel.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
index 8ebb7be76c..fb2307769b 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ReadablePretrainedDocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/SentenceEntityResolverApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverApproach.html
index 9c1e75a5a0..6c8a5f0a48 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverApproach.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.SentenceEntityResolverApproach</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunk_classification/resolution/SentenceEntityResolverModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.SentenceEntityResolverModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/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 5.1.2 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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 5.1.2 ScalaDoc - com.johnsnowlabs.finance.graph" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.graph" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.graph</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.graph" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph" />
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-        <span id="doc-title">Spark NLP 5.1.2 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 5.1.2 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/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 5.1.2 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/graph/relation_extraction/ZeroShotRelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/graph/relation_extraction/ZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -800,7 +800,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.</p><div class="fullcomment"><div class="comment cmt"><p>Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: false)
 </p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#configProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="configProtoBytes:org.apache.spark.ml.param.IntArrayParam"></a><a id="configProtoBytes:IntArrayParam"></a>
@@ -2346,10 +2346,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCaseSensitive(Boolean):ZeroShotRelationExtractionModel.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):ZeroShotRelationExtractionModel.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel.html#setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
         <i class="material-icons"></i>
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@@ -2361,9 +2361,7 @@ <h3>Value Members</h3>
         <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.finance.graph.relation_extraction.ZeroShotRelationExtractionModel">ZeroShotRelationExtractionModel</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCoalesceSentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setCoalesceSentences(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCoalesceSentences(Boolean):ZeroShotRelationExtractionModel.this.type"></a>
       <span class="permalink">
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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 5.1.2 ScalaDoc - com.johnsnowlabs.finance" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FinanceBertForSequenceClassification$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FinanceBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification.html
index abe9289655..3515898261 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -757,7 +757,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.</p><div class="fullcomment"><div class="comment cmt"><p>Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: false)
 </p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../nlp/annotators/classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#configProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="configProtoBytes:org.apache.spark.ml.param.IntArrayParam"></a><a id="configProtoBytes:IntArrayParam"></a>
@@ -2159,10 +2159,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCaseSensitive(Boolean):FinanceBertForSequenceClassification.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):FinanceBertForSequenceClassification.this.type"></a>
       <span class="permalink">
-      <a href="../../../../com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification.html#setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type" title="Permalink">
+      <a href="../../../../com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -2174,9 +2174,7 @@ <h3>Value Members</h3>
         <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.finance.sequence_classification.FinanceBertForSequenceClassification">FinanceBertForSequenceClassification</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../nlp/annotators/classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCoalesceSentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setCoalesceSentences(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCoalesceSentences(Boolean):FinanceBertForSequenceClassification.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLApproach.html
index dcff4e20dc..32166342d2 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/finance/sequence_classification/FinanceClassifierDLModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FinanceClassifierDLModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel.html
index 99edb543ac..605e508435 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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
index 322399fa8c..8e66ddfdb9 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierApproach.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierApproach</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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
index ba67d08ff3..d4b942dcce 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierModel$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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
index 422af6cf50..9806b3b2f3 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceDocumentMLClassifierModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/finance/sequence_classification/FinanceFewShotClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierApproach$.html
index e88cd87669..25fa19d437 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierApproach$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierApproach</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FinanceFewShotClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierApproach.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierApproach</title>
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FinanceFewShotClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierModel</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FinanceFewShotClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceFewShotClassifierModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierModel</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadFinanceBertForSequenceClassificationTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/ReadFinanceBertForSequenceClassificationTensorflowModel.html
index e6b5481acd..6a83b8e025 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.ReadFinanceBertForSequenceClassificationTensorflowModel</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadablePretrainedFinanceBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/ReadablePretrainedFinanceBertForSequenceModel.html
index c6fcf69a28..e0653b8a56 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/ReadablePretrainedFinanceBertForSequenceModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.ReadablePretrainedFinanceBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence classification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceEncoderDecoder$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceEncoderDecoder$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceEncoderDecoder.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceEncoderDecoder.html
index 42edb612b5..c3689f1e66 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceNerQuestionGenerator.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceNerQuestionGenerator.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceNerQuestionGenerator</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceQuestionAnswering$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering$.html
index 11e154b16b..909b8215a7 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceQuestionAnswering</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceQuestionAnswering.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering.html
index 510cf75019..3c8d8a4268 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceQuestionAnswering</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceSummarizer$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceSummarizer$.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceSummarizer.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceSummarizer.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceTextGenerator$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceTextGenerator$.html
index 60275940cf..2b85630609 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceTextGenerator</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/FinanceTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceTextGenerator.html
index 0ba8f9cf80..d154473940 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceTextGenerator</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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_generation/index.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/index.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.sequence generation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.sequence generation" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/token_classification/index.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/index.html
index 7f73725624..3494e68a1c 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/token_classification/ner/FinanceBertForTokenClassification$.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification$.html
index e3ca55ad38..5a5a3d8245 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/token_classification/ner/FinanceBertForTokenClassification.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification.html
index 0225780621..d12f9ca75b 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -2108,10 +2108,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForTokenClassifier.this.type"></a><a id="setCaseSensitive(Boolean):FinanceBertForTokenClassification.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):FinanceBertForTokenClassification.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification.html#setCaseSensitive(value:Boolean):MedicalBertForTokenClassifier.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/finance/token_classification/ner/FinanceBertForTokenClassification.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
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@@ -2123,9 +2123,7 @@ <h3>Value Members</h3>
         <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.finance.token_classification.ner.FinanceBertForTokenClassification">FinanceBertForTokenClassification</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/classification/MedicalBertForTokenClassifier.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier">MedicalBertForTokenClassifier</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier#setConfigProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setConfigProtoBytes(bytes:Array[Int]):MedicalBertForTokenClassifier.this.type"></a><a id="setConfigProtoBytes(Array[Int]):FinanceBertForTokenClassification.this.type"></a>
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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
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/token_classification/ner/FinanceNerApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/token_classification/ner/FinanceNerModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/token_classification/ner/FinanceNerModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerModel.html
index b919e1a698..585ae2ce32 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.FinanceNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/token_classification/ner/ReadFinanceBertForTokenTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadFinanceBertForTokenTensorflowModel.html
index 4067d8fe2b..34241544fb 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadFinanceBertForTokenTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadFinanceBertForTokenTensorflowModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadFinanceBertForTokenTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadZeroShotNerTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadZeroShotNerTensorflowModel.html
index 40f0aa2aa2..8066c600fd 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadZeroShotNerTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadZeroShotNerTensorflowModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadZeroShotNerTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 b0fe564867..42b3a5e89e 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadablePretrainedFinanceBertForTokenModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadablePretrainedZeroShotNer.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedZeroShotNer.html
index edb95d38e4..8ddf88e2dd 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedZeroShotNer.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedZeroShotNer.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadablePretrainedZeroShotNer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadablePretrainedZeroShotNer</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/finance/token_classification/ner/ZeroShotNerModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel$.html
index e90f59062b..686e9eeccc 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ZeroShotNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ZeroShotNerModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel.html
index 4f0120738f..3f6670cf35 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 5.1.2 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ZeroShotNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.finance.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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,7 +215,7 @@ <h4 id="signature" class="signature">
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             Linear Supertypes
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@@ -241,7 +241,7 @@ <h4 id="signature" class="signature">
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@@ -2898,6 +2898,38 @@ <h3>Value Members</h3>
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       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable</dd></dl></div>
+    </li><li name="com.johnsnowlabs.ml.onnx.WriteOnnxModel#writeOnnxModel" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+      </a>
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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>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>WriteOnnxModel</dd></dl></div>
+    </li><li name="com.johnsnowlabs.ml.onnx.WriteOnnxModel#writeOnnxModels" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="writeOnnxModels(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrappersWithNames:Seq[(com.johnsnowlabs.ml.onnx.OnnxWrapper,String)],suffix:String):Unit"></a><a id="writeOnnxModels(String,SparkSession,Seq[(OnnxWrapper,String)],String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel.html#writeOnnxModels(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrappersWithNames:Seq[(com.johnsnowlabs.ml.onnx.OnnxWrapper,String)],suffix: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">writeOnnxModels</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 name="onnxWrappersWithNames">onnxWrappersWithNames: <span class="extype" name="scala.Seq">Seq</span>[(<span class="extype" name="com.johnsnowlabs.ml.onnx.OnnxWrapper">OnnxWrapper</span>, <span class="extype" name="scala.Predef.String">String</span>)]</span>, <span name="suffix">suffix: <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>WriteOnnxModel</dd></dl></div>
     </li><li name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel#writeTensorflowHub" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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       <span class="permalink">
@@ -2966,6 +2998,8 @@ <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.annotators.cl
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.HasEngine">HasEngine</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties">
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties">HasCaseSensitiveProperties</span></h3>
+            </div><div class="parent" name="com.johnsnowlabs.ml.onnx.WriteOnnxModel">
+              <h3>Inherited from <span class="extype" name="com.johnsnowlabs.ml.onnx.WriteOnnxModel">WriteOnnxModel</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel">
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel">WriteTensorflowModel</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.nlp.HasBatchedAnnotate">
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.finance.token classification.ner" />
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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>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs" />
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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 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/chunk_classification/assertion/AssertionDLApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLApproach.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.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 class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.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>
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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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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/assertion/index.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/index.html
index b0f5bfd440..92fea61ad1 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.assertion</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.assertion" />
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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/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 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/ChunkMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperApproach.html
index 4c4f50c002..3c6c0d7bea 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.ChunkMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperApproach" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/ChunkMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperModel$.html
index 1aea4bc997..8a67491c0e 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/ChunkMapperModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperModel.html
index a256b2f8ea..24741b06bd 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/DocMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperApproach.html
index f3ec1dc444..b360c847da 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/DocMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperModel$.html
index 809cf9b261..4538d48fdf 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/DocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperModel.html
index 9a47844bc0..77cc8ddcff 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
index 7fedda4485..5c8415e5aa 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.ReadablePretrainedDocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/SentenceEntityResolverApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverApproach.html
index 68dd29dadc..ef1a6049d4 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.SentenceEntityResolverApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverApproach" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/SentenceEntityResolverModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel$.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.SentenceEntityResolverModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/SentenceEntityResolverModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel.html
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.SentenceEntityResolverModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/chunk_classification/resolution/index.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/index.html
index 640b059dcd..49eedd1ca1 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/deid/LegalDocumentHashCoder.html b/docs/licensed/api/com/johnsnowlabs/legal/deid/LegalDocumentHashCoder.html
index 92d503bc75..c9bc4954fd 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/deid/LegalDocumentHashCoder.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.deid.LegalDocumentHashCoder</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.deid.LegalDocumentHashCoder</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/deid/index.html b/docs/licensed/api/com/johnsnowlabs/legal/deid/index.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.deid</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.deid" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.deid" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.deid</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.deid" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.deid" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/graph/index.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/index.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.graph</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.graph" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.graph" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.graph</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.graph" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.graph" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/graph/relation_extraction/RelationExtractionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel$.html
index 707b5ff68f..1fe5e8b25b 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.RelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/graph/relation_extraction/RelationExtractionDLModel.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel.html
index a7fed0198b..3ba64430a8 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.RelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/graph/relation_extraction/ZeroShotRelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel$.html
index 479686da48..cde0ccf167 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/graph/relation_extraction/ZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel.html
index 664a3f3c8b..3fe7d9ac04 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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -800,7 +800,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.</p><div class="fullcomment"><div class="comment cmt"><p>Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: false)
 </p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#configProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="configProtoBytes:org.apache.spark.ml.param.IntArrayParam"></a><a id="configProtoBytes:IntArrayParam"></a>
@@ -2346,10 +2346,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCaseSensitive(Boolean):ZeroShotRelationExtractionModel.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):ZeroShotRelationExtractionModel.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel.html#setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -2361,9 +2361,7 @@ <h3>Value Members</h3>
         <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.legal.graph.relation_extraction.ZeroShotRelationExtractionModel">ZeroShotRelationExtractionModel</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCoalesceSentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setCoalesceSentences(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCoalesceSentences(Boolean):ZeroShotRelationExtractionModel.this.type"></a>
       <span class="permalink">
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 ad4727cf68..dc2f2d38fd 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction" />
+          <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" />
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         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/index.html b/docs/licensed/api/com/johnsnowlabs/legal/index.html
index 025b28c4ec..295d9cf093 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_classification/LegalBertForSequenceClassification$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification$.html
index da3c2be946..31ebbb1d50 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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/sequence_classification/LegalBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification.html
index 845f1b6812..6d8db92b11 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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
@@ -757,7 +757,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.</p><div class="fullcomment"><div class="comment cmt"><p>Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: false)
 </p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../nlp/annotators/classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#configProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="configProtoBytes:org.apache.spark.ml.param.IntArrayParam"></a><a id="configProtoBytes:IntArrayParam"></a>
@@ -2159,10 +2159,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCaseSensitive(Boolean):LegalBertForSequenceClassification.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):LegalBertForSequenceClassification.this.type"></a>
       <span class="permalink">
-      <a href="../../../../com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification.html#setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type" title="Permalink">
+      <a href="../../../../com/johnsnowlabs/legal/sequence_classification/LegalBertForSequenceClassification.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -2174,9 +2174,7 @@ <h3>Value Members</h3>
         <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.legal.sequence_classification.LegalBertForSequenceClassification">LegalBertForSequenceClassification</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../nlp/annotators/classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCoalesceSentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setCoalesceSentences(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCoalesceSentences(Boolean):LegalBertForSequenceClassification.this.type"></a>
       <span class="permalink">
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 c0a4364a7a..a0846af971 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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/sequence_classification/LegalClassifierDLModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html
index 2c223d46a5..2143b0cb2a 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/sequence_classification/LegalClassifierDLModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html
index 6f8681011b..0322e0d804 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/sequence_classification/LegalDocumentMLClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html
index c9998e71cc..f00ba5675a 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/sequence_classification/LegalDocumentMLClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel$.html
index 55159b8fd7..306e5d8224 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/sequence_classification/LegalDocumentMLClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel.html
index e66b45666e..f33f44e132 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/sequence_classification/LegalFewShotClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html
index d881d7b890..c8fa95506e 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/sequence_classification/LegalFewShotClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach.html
index f4257667b4..00e71c68eb 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_classification/LegalFewShotClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel$.html
index 246d01d98c..710baa8d4a 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_classification/LegalFewShotClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel.html
index e921ba29ef..8e133fe402 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_classification/ReadLegalBertForSequenceClassificationTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadLegalBertForSequenceClassificationTensorflowModel.html
index d425c417f2..df0f00bfde 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadLegalBertForSequenceClassificationTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadLegalBertForSequenceClassificationTensorflowModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadLegalBertForSequenceClassificationTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadLegalBertForSequenceClassificationTensorflowModel</title>
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_classification/ReadablePretrainedLegalBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadablePretrainedLegalBertForSequenceModel.html
index f2975315f5..e1e24b10b0 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadablePretrainedLegalBertForSequenceModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/ReadablePretrainedLegalBertForSequenceModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadablePretrainedLegalBertForSequenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadablePretrainedLegalBertForSequenceModel</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_classification/index.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/index.html
index e10239783f..86d34df099 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence classification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence classification" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalEncoderDecoder$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder$.html
index ba589570ab..0fa3152561 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalEncoderDecoder.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder.html
index 0de1b0d8ba..d2ade284b1 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalEncoderDecoder.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalNerQuestionGenerator.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalNerQuestionGenerator.html
index ebf054ca54..e60b47ca86 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalNerQuestionGenerator.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalNerQuestionGenerator.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalNerQuestionGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalNerQuestionGenerator</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalQuestionAnswering$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering$.html
index 0aa5a259c1..d5253faac7 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalQuestionAnswering.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering.html
index dec734e95e..ae1db4edd3 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalSummarizer$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer$.html
index 93e69d6f92..656aeb295c 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalSummarizer.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer.html
index 94a0e16a71..b1e116797b 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalTextGenerator$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator$.html
index 3fe8c171d9..21bbc17377 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/sequence_generation/LegalTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator.html
index 69d5b1064b..d53de9153b 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/legal/sequence_generation/index.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/index.html
index 87f93ba540..9b1d48afef 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.sequence generation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.sequence generation" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/legal/token_classification/index.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/index.html
index 2d9e3bd32b..1952d4488b 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/token_classification/ner/LegalBertForTokenClassification$.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification$.html
index c1d04d0bb3..7880b61d83 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/token_classification/ner/LegalBertForTokenClassification.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification.html
index 879bcc3119..d6c18b849c 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -2108,10 +2108,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForTokenClassifier.this.type"></a><a id="setCaseSensitive(Boolean):LegalBertForTokenClassification.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):LegalBertForTokenClassification.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification.html#setCaseSensitive(value:Boolean):MedicalBertForTokenClassifier.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/legal/token_classification/ner/LegalBertForTokenClassification.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -2123,9 +2123,7 @@ <h3>Value Members</h3>
         <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.legal.token_classification.ner.LegalBertForTokenClassification">LegalBertForTokenClassification</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/classification/MedicalBertForTokenClassifier.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier">MedicalBertForTokenClassifier</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier#setConfigProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setConfigProtoBytes(bytes:Array[Int]):MedicalBertForTokenClassifier.this.type"></a><a id="setConfigProtoBytes(Array[Int]):LegalBertForTokenClassification.this.type"></a>
       <span class="permalink">
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 97c7416791..2584ddb5c8 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/token_classification/ner/LegalNerApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach.html
index 4cd496c8c7..a4f81224ef 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach.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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/token_classification/ner/LegalNerModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel$.html
index c6957eb301..6846b63ad5 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/token_classification/ner/LegalNerModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html
index a148ec4442..8b4eab32fc 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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/legal/token_classification/ner/ReadLegalBertForTokenTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadLegalBertForTokenTensorflowModel.html
index c9082ab7e6..9369f92205 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadLegalBertForTokenTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadZeroShotNerTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadZeroShotNerTensorflowModel.html
index bd54312086..01ca832572 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadZeroShotNerTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadZeroShotNerTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadablePretrainedLegalBertForTokenModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html
index eb864ce070..f66c1087d6 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadablePretrainedLegalBertForTokenModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 7eeb638eab..b7e2e82bab 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadablePretrainedZeroShotNer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 53093c1a05..45d049c6ad 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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 ad0c88df15..7ed75d30f5 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 5.1.2 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -215,7 +215,7 @@ <h4 id="signature" class="signature">
           <span class="toggle">
             Linear Supertypes
           </span>
-          <div class="superTypes hiddenContent"><a href="../../../nlp/annotators/ner/ZeroShotNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel">nlp.annotators.ner.ZeroShotNerModel</a>, <span class="extype" name="com.johnsnowlabs.license.CheckLicense">CheckLicense</span>, <span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasEngine">HasEngine</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties">HasCaseSensitiveProperties</span>, <span class="extype" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel">WriteTensorflowModel</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasBatchedAnnotate">HasBatchedAnnotate</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>], <span class="extype" name="com.johnsnowlabs.nlp.AnnotatorModel">AnnotatorModel</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>], <span class="extype" name="com.johnsnowlabs.nlp.CanBeLazy">CanBeLazy</span>, <span class="extype" name="com.johnsnowlabs.nlp.RawAnnotator">RawAnnotator</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>], <span class="extype" name="com.johnsnowlabs.nlp.HasOutputAnnotationCol">HasOutputAnnotationCol</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasInputAnnotationCols">HasInputAnnotationCols</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasOutputAnnotatorType">HasOutputAnnotatorType</span>, <span class="extype" name="com.johnsnowlabs.nlp.ParamsAndFeaturesWritable">ParamsAndFeaturesWritable</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures">HasFeatures</span>, <span class="extype" name="org.apache.spark.ml.util.DefaultParamsWritable">DefaultParamsWritable</span>, <span class="extype" name="org.apache.spark.ml.util.MLWritable">MLWritable</span>, <span class="extype" name="org.apache.spark.ml.Model">Model</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>], <span class="extype" name="org.apache.spark.ml.Transformer">Transformer</span>, <span class="extype" name="org.apache.spark.ml.PipelineStage">PipelineStage</span>, <span class="extype" name="org.apache.spark.internal.Logging">Logging</span>, <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 class="superTypes hiddenContent"><a href="../../../nlp/annotators/ner/ZeroShotNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel">nlp.annotators.ner.ZeroShotNerModel</a>, <span class="extype" name="com.johnsnowlabs.license.CheckLicense">CheckLicense</span>, <span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasEngine">HasEngine</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties">HasCaseSensitiveProperties</span>, <span class="extype" name="com.johnsnowlabs.ml.onnx.WriteOnnxModel">WriteOnnxModel</span>, <span class="extype" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel">WriteTensorflowModel</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasBatchedAnnotate">HasBatchedAnnotate</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>], <span class="extype" name="com.johnsnowlabs.nlp.AnnotatorModel">AnnotatorModel</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>], <span class="extype" name="com.johnsnowlabs.nlp.CanBeLazy">CanBeLazy</span>, <span class="extype" name="com.johnsnowlabs.nlp.RawAnnotator">RawAnnotator</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>], <span class="extype" name="com.johnsnowlabs.nlp.HasOutputAnnotationCol">HasOutputAnnotationCol</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasInputAnnotationCols">HasInputAnnotationCols</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasOutputAnnotatorType">HasOutputAnnotatorType</span>, <span class="extype" name="com.johnsnowlabs.nlp.ParamsAndFeaturesWritable">ParamsAndFeaturesWritable</span>, <span class="extype" name="com.johnsnowlabs.nlp.HasFeatures">HasFeatures</span>, <span class="extype" name="org.apache.spark.ml.util.DefaultParamsWritable">DefaultParamsWritable</span>, <span class="extype" name="org.apache.spark.ml.util.MLWritable">MLWritable</span>, <span class="extype" name="org.apache.spark.ml.Model">Model</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering">RoBertaForQuestionAnswering</span>], <span class="extype" name="org.apache.spark.ml.Transformer">Transformer</span>, <span class="extype" name="org.apache.spark.ml.PipelineStage">PipelineStage</span>, <span class="extype" name="org.apache.spark.internal.Logging">Logging</span>, <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>
         
 
@@ -241,7 +241,7 @@ <h4 id="signature" class="signature">
                   <span class="filtertype">Inherited<br />
                   </span>
                   <ol id="linearization">
-                    <li class="in" name="com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel"><span>ZeroShotNerModel</span></li><li class="in" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel"><span>ZeroShotNerModel</span></li><li class="in" name="com.johnsnowlabs.license.CheckLicense"><span>CheckLicense</span></li><li class="in" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering"><span>RoBertaForQuestionAnswering</span></li><li class="in" name="com.johnsnowlabs.nlp.HasEngine"><span>HasEngine</span></li><li class="in" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties"><span>HasCaseSensitiveProperties</span></li><li class="in" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel"><span>WriteTensorflowModel</span></li><li class="in" name="com.johnsnowlabs.nlp.HasBatchedAnnotate"><span>HasBatchedAnnotate</span></li><li class="in" name="com.johnsnowlabs.nlp.AnnotatorModel"><span>AnnotatorModel</span></li><li class="in" name="com.johnsnowlabs.nlp.CanBeLazy"><span>CanBeLazy</span></li><li class="in" name="com.johnsnowlabs.nlp.RawAnnotator"><span>RawAnnotator</span></li><li class="in" name="com.johnsnowlabs.nlp.HasOutputAnnotationCol"><span>HasOutputAnnotationCol</span></li><li class="in" name="com.johnsnowlabs.nlp.HasInputAnnotationCols"><span>HasInputAnnotationCols</span></li><li class="in" name="com.johnsnowlabs.nlp.HasOutputAnnotatorType"><span>HasOutputAnnotatorType</span></li><li class="in" name="com.johnsnowlabs.nlp.ParamsAndFeaturesWritable"><span>ParamsAndFeaturesWritable</span></li><li class="in" name="com.johnsnowlabs.nlp.HasFeatures"><span>HasFeatures</span></li><li class="in" name="org.apache.spark.ml.util.DefaultParamsWritable"><span>DefaultParamsWritable</span></li><li class="in" name="org.apache.spark.ml.util.MLWritable"><span>MLWritable</span></li><li class="in" name="org.apache.spark.ml.Model"><span>Model</span></li><li class="in" name="org.apache.spark.ml.Transformer"><span>Transformer</span></li><li class="in" name="org.apache.spark.ml.PipelineStage"><span>PipelineStage</span></li><li class="in" name="org.apache.spark.internal.Logging"><span>Logging</span></li><li class="in" name="org.apache.spark.ml.param.Params"><span>Params</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.Identifiable"><span>Identifiable</span></li><li class="in" name="scala.AnyRef"><span>AnyRef</span></li><li class="in" name="scala.Any"><span>Any</span></li>
+                    <li class="in" name="com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel"><span>ZeroShotNerModel</span></li><li class="in" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel"><span>ZeroShotNerModel</span></li><li class="in" name="com.johnsnowlabs.license.CheckLicense"><span>CheckLicense</span></li><li class="in" name="com.johnsnowlabs.nlp.annotators.classifier.dl.RoBertaForQuestionAnswering"><span>RoBertaForQuestionAnswering</span></li><li class="in" name="com.johnsnowlabs.nlp.HasEngine"><span>HasEngine</span></li><li class="in" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties"><span>HasCaseSensitiveProperties</span></li><li class="in" name="com.johnsnowlabs.ml.onnx.WriteOnnxModel"><span>WriteOnnxModel</span></li><li class="in" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel"><span>WriteTensorflowModel</span></li><li class="in" name="com.johnsnowlabs.nlp.HasBatchedAnnotate"><span>HasBatchedAnnotate</span></li><li class="in" name="com.johnsnowlabs.nlp.AnnotatorModel"><span>AnnotatorModel</span></li><li class="in" name="com.johnsnowlabs.nlp.CanBeLazy"><span>CanBeLazy</span></li><li class="in" name="com.johnsnowlabs.nlp.RawAnnotator"><span>RawAnnotator</span></li><li class="in" name="com.johnsnowlabs.nlp.HasOutputAnnotationCol"><span>HasOutputAnnotationCol</span></li><li class="in" name="com.johnsnowlabs.nlp.HasInputAnnotationCols"><span>HasInputAnnotationCols</span></li><li class="in" name="com.johnsnowlabs.nlp.HasOutputAnnotatorType"><span>HasOutputAnnotatorType</span></li><li class="in" name="com.johnsnowlabs.nlp.ParamsAndFeaturesWritable"><span>ParamsAndFeaturesWritable</span></li><li class="in" name="com.johnsnowlabs.nlp.HasFeatures"><span>HasFeatures</span></li><li class="in" name="org.apache.spark.ml.util.DefaultParamsWritable"><span>DefaultParamsWritable</span></li><li class="in" name="org.apache.spark.ml.util.MLWritable"><span>MLWritable</span></li><li class="in" name="org.apache.spark.ml.Model"><span>Model</span></li><li class="in" name="org.apache.spark.ml.Transformer"><span>Transformer</span></li><li class="in" name="org.apache.spark.ml.PipelineStage"><span>PipelineStage</span></li><li class="in" name="org.apache.spark.internal.Logging"><span>Logging</span></li><li class="in" name="org.apache.spark.ml.param.Params"><span>Params</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.Identifiable"><span>Identifiable</span></li><li class="in" name="scala.AnyRef"><span>AnyRef</span></li><li class="in" name="scala.Any"><span>Any</span></li>
                   </ol>
                 </div><div class="ancestors">
               <span class="filtertype"></span>
@@ -2508,9 +2508,9 @@ <h3>Value Members</h3>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>RoBertaForQuestionAnswering</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel#setModelIfNotSet" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
-      <a id="setModelIfNotSet(spark:org.apache.spark.sql.SparkSession,tensorflowWrapper:com.johnsnowlabs.ml.tensorflow.TensorflowWrapper):com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel"></a><a id="setModelIfNotSet(SparkSession,TensorflowWrapper):nlp.annotators.ner.ZeroShotNerModel"></a>
+      <a id="setModelIfNotSet(spark:org.apache.spark.sql.SparkSession,tensorflowWrapper:Option[com.johnsnowlabs.ml.tensorflow.TensorflowWrapper],onnxWrapper:Option[com.johnsnowlabs.ml.onnx.OnnxWrapper]):com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel"></a><a id="setModelIfNotSet(SparkSession,Option[TensorflowWrapper],Option[OnnxWrapper]):nlp.annotators.ner.ZeroShotNerModel"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html#setModelIfNotSet(spark:org.apache.spark.sql.SparkSession,tensorflowWrapper:com.johnsnowlabs.ml.tensorflow.TensorflowWrapper):com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html#setModelIfNotSet(spark:org.apache.spark.sql.SparkSession,tensorflowWrapper:Option[com.johnsnowlabs.ml.tensorflow.TensorflowWrapper],onnxWrapper:Option[com.johnsnowlabs.ml.onnx.OnnxWrapper]):com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -2519,7 +2519,7 @@ <h3>Value Members</h3>
         <span class="kind">def</span>
       </span>
       <span class="symbol">
-        <span class="name">setModelIfNotSet</span><span class="params">(<span name="spark">spark: <span class="extype" name="org.apache.spark.sql.SparkSession">SparkSession</span></span>, <span name="tensorflowWrapper">tensorflowWrapper: <span class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowWrapper">TensorflowWrapper</span></span>)</span><span class="result">: <a href="../../../nlp/annotators/ner/ZeroShotNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel">nlp.annotators.ner.ZeroShotNerModel</a></span>
+        <span class="name">setModelIfNotSet</span><span class="params">(<span name="spark">spark: <span class="extype" name="org.apache.spark.sql.SparkSession">SparkSession</span></span>, <span name="tensorflowWrapper">tensorflowWrapper: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowWrapper">TensorflowWrapper</span>]</span>, <span name="onnxWrapper">onnxWrapper: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="com.johnsnowlabs.ml.onnx.OnnxWrapper">OnnxWrapper</span>] = <span class="symbol">None</span></span>)</span><span class="result">: <a href="../../../nlp/annotators/ner/ZeroShotNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel">nlp.annotators.ner.ZeroShotNerModel</a></span>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../../../nlp/annotators/ner/ZeroShotNerModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel">ZeroShotNerModel</a> → RoBertaForQuestionAnswering</dd></dl></div>
@@ -2898,6 +2898,38 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable</dd></dl></div>
+    </li><li name="com.johnsnowlabs.ml.onnx.WriteOnnxModel#writeOnnxModel" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="writeOnnxModel(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrapper:com.johnsnowlabs.ml.onnx.OnnxWrapper,suffix:String,fileName:String):Unit"></a><a id="writeOnnxModel(String,SparkSession,OnnxWrapper,String,String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html#writeOnnxModel(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrapper:com.johnsnowlabs.ml.onnx.OnnxWrapper,suffix:String,fileName: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">writeOnnxModel</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 name="onnxWrapper">onnxWrapper: <span class="extype" name="com.johnsnowlabs.ml.onnx.OnnxWrapper">OnnxWrapper</span></span>, <span name="suffix">suffix: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="fileName">fileName: <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>WriteOnnxModel</dd></dl></div>
+    </li><li name="com.johnsnowlabs.ml.onnx.WriteOnnxModel#writeOnnxModels" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="writeOnnxModels(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrappersWithNames:Seq[(com.johnsnowlabs.ml.onnx.OnnxWrapper,String)],suffix:String):Unit"></a><a id="writeOnnxModels(String,SparkSession,Seq[(OnnxWrapper,String)],String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html#writeOnnxModels(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrappersWithNames:Seq[(com.johnsnowlabs.ml.onnx.OnnxWrapper,String)],suffix: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">writeOnnxModels</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 name="onnxWrappersWithNames">onnxWrappersWithNames: <span class="extype" name="scala.Seq">Seq</span>[(<span class="extype" name="com.johnsnowlabs.ml.onnx.OnnxWrapper">OnnxWrapper</span>, <span class="extype" name="scala.Predef.String">String</span>)]</span>, <span name="suffix">suffix: <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>WriteOnnxModel</dd></dl></div>
     </li><li name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel#writeTensorflowHub" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="writeTensorflowHub(path:String,tfPath:String,spark:org.apache.spark.sql.SparkSession,suffix:String):Unit"></a><a id="writeTensorflowHub(String,String,SparkSession,String):Unit"></a>
       <span class="permalink">
@@ -2966,6 +2998,8 @@ <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.annotators.cl
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.HasEngine">HasEngine</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties">
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties">HasCaseSensitiveProperties</span></h3>
+            </div><div class="parent" name="com.johnsnowlabs.ml.onnx.WriteOnnxModel">
+              <h3>Inherited from <span class="extype" name="com.johnsnowlabs.ml.onnx.WriteOnnxModel">WriteOnnxModel</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel">
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel">WriteTensorflowModel</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.nlp.HasBatchedAnnotate">
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 fcdfa96825..206725dbaa 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.legal.token classification.ner" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.legal.token classification.ner" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/EarlyStopping.html b/docs/licensed/api/com/johnsnowlabs/ml/EarlyStopping.html
index c36e4ec36d..60f6e449b7 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.EarlyStopping</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.EarlyStopping" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.EarlyStopping" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 8df7ce0d5d..2a79b67f2f 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 9f8db00656..90a6653d18 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV2</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV2" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV2" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 6484b52f6d..7d07c4314c 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV6</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV6" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV6" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/E2118P1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$$SeqHelper.html
index 27fd4e50d3..20cefb62d9 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/E2118P1M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html
index 6fc0035f42..236fe1a585 100644
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+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 d572917695..0e54bfa2f5 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1P</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1P" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1P" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 471f9c9062..2e5828ba87 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.FnMaps</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.FnMaps" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.FnMaps" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 8b157fdb16..15aa561f03 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 593358283c..6a50bd437d 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 22a27b444d..932abf080d 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineDummy</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineDummy" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineDummy" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 1b29b50e94..32f1045fd9 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 8c14c0b572..6a25965c00 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 acaed2b8e4..6263c53bf8 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 f3097cbe01..1dd8ff55e0 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 f797499e86..8036297701 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 081f7dc2b4..3eb3774b32 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 b13efca1c7..8f3d876d44 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 6d4beddc1f..3551c39f90 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 eeb7a4e7e5..3bc3f3d749 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 5f8b91dff0..f7535be1c7 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 f729d1f37c..e3b1e4b981 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 f45d4996be..14b251343e 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 dbc832355c..ecf5e074e1 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 74381c53a0..3ec4755eb7 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 5c6ac1f2a7..2f48d557ed 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 b61b5faefb..b5ab9788bb 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 1dd2895cf2..65c047fe53 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 534dfa76cf..65cd12b73c 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 56c9074cdb..741bafd4b9 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 bc5c8293db..c6ae9aaa08 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 25c7db7cfd..53a930fe84 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCFactory</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCFactory" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCFactory" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 3d91e138c5..bb6e098482 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCUtil</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCUtil" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.HCCUtil" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/NoSuchVersionException.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/NoSuchVersionException.html
index f50c68d0f8..a937110f34 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.NoSuchVersionException</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.NoSuchVersionException" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.NoSuchVersionException" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 d25373e036..64cb269ae5 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.RxHCC05Dummy</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.RxHCC05Dummy" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.RxHCC05Dummy" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 59ad8c4f97..64537f47d3 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.RxHCC08Dummy</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.RxHCC08Dummy" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.RxHCC08Dummy" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/SexMap.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html
index c0bdf24f01..4deaea6c6c 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.SexMap</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.SexMap" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.SexMap" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/V2218O1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$$SeqHelper.html
index 47a5938254..17aaf053b7 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 cc38b00d7e..9ed41386f5 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1M" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 923cede5e4..d00c991d96 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1P</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1P" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1P" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/V22I0ED2$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html
index 6122421e66..d4789fd1e7 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V22I0ED2</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V22I0ED2" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V22I0ED2" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/V2318P1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html
index b29cd96599..ce0c18b2b1 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 @@
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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" />
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 a48e0efe9f..bd8a2e26c5 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>
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2318P1M" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 9c4eec73bd..f946c0a330 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 84b00810ad..ed188f1e1f 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2419P1M" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 0c27fad529..bc88d7bc68 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 362e8bf046..06eb51cffd 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 dbfafa94d1..28d6901485 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V28IOED1$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V28IOED1$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.V28IOED1</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.V28IOED1" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.V28IOED1" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.V28IOED1</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.V28IOED1" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.V28IOED1" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/index.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/index.html
index 0bbbfd5932..4e12d84e90 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 85fdd4eaf2..f4d5c74fb1 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/AgeSexV4$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/AgeSexV4$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 88dad2f2b5..db421f6b9a 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0523P1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0523P1M$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 77d6601314..a4bf8bf057 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R05IOD3$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R05IOD3$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 69c3bc75cc..ae512ae084 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0823T1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R0823T1M$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 f3d9ad1b1e..40d9b18174 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R08I0ED1$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/R08I0ED1$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 faf5076b7e..599d64af52 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCC.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCC.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 dbdd175f21..9c7e56b2d4 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 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 7b0e9cb5dc..0a2bf878cb 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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 e77c6965a9..210b80212a 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" />
-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 0604ad8685..9c8ee8f771 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y22$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y22$.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" />
-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RxHCCV05Y23$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y23$.html
index eb92022729..58febc3383 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y23$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y23$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RxHCCV08.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08.html
index f345a5a03b..5d3e460683 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RxHCCV08Y22$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y22$.html
index e10d2d5847..bfbebb274e 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y22$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y22$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RxHCCV08Y23$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y23$.html
index a9b7ba3a55..a5df945ef6 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y23$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y23$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RxhccFnMaps.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccFnMaps.html
index 45ff164ae1..2f1d254b75 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccFnMaps.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccFnMaps.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RxhccParams$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccParams$.html
index 267106871c..dac9c15dac 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccParams$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccParams$.html
@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccParams" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxhccParams</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxhccParams" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccParams" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RxhccRiskScoreMapper$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccRiskScoreMapper$.html
index a2571bbdd4..988e4b37ac 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccRiskScoreMapper$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccRiskScoreMapper$.html
@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccRiskScoreMapper" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxhccRiskScoreMapper</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxhccRiskScoreMapper" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccRiskScoreMapper" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/index.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/index.html
index 847abd4ddd..d32f32d3c9 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/hcc/utils$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/utils$.html
index 877f5bb172..356d5e1e7b 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.hcc.utils</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.hcc.utils" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.hcc.utils</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.hcc.utils" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.hcc.utils" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/index.html b/docs/licensed/api/com/johnsnowlabs/ml/index.html
index dde6f10a19..06963756c0 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/onnx/InternalReadOnnxModel.html b/docs/licensed/api/com/johnsnowlabs/ml/onnx/InternalReadOnnxModel.html
index 2586ca8e19..9c8265b388 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.onnx.InternalReadOnnxModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.onnx.InternalReadOnnxModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.onnx.InternalReadOnnxModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.onnx.InternalReadOnnxModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/onnx/OnnxMedicalEncoderDecoderT5.html b/docs/licensed/api/com/johnsnowlabs/ml/onnx/OnnxMedicalEncoderDecoderT5.html
index 51c78d334a..3b5805598d 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/onnx/OnnxMedicalEncoderDecoderT5.html
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 5c17b8dbde..ac1446fabe 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.onnx.Utils" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/onnx/index.html b/docs/licensed/api/com/johnsnowlabs/ml/onnx/index.html
index 441e78b474..1568c1ea41 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.onnx" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/HeapSelect.html b/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html
index 72d8fe766f..6883ba6833 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search.HeapSelect" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.HeapSelect</title>
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/search/KNNSearch.html b/docs/licensed/api/com/johnsnowlabs/ml/search/KNNSearch.html
index 2b3ea6fd18..daac08ee65 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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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search.KNNSearch" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/search/Math.html b/docs/licensed/api/com/johnsnowlabs/ml/search/Math.html
index 9db3076f6b..72369095a2 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search.Math" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.Math</title>
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/search/NearestNeighbourSearch.html b/docs/licensed/api/com/johnsnowlabs/ml/search/NearestNeighbourSearch.html
index cbf0f68b15..d1c9245ad9 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/NearestNeighbourSearch.html
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
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+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/search/Neighbour.html b/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html
index c4c68b8248..03c8c3f86b 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.search.Neighbour</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.search.Neighbour" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search.Neighbour" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.Neighbour</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search.Neighbour" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.Neighbour" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/search/RNNSearch.html b/docs/licensed/api/com/johnsnowlabs/ml/search/RNNSearch.html
index e1da027994..54032a1ca7 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/RNNSearch.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.search.RNNSearch</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.search.RNNSearch" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search.RNNSearch" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.RNNSearch</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search.RNNSearch" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.RNNSearch" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/search/Recipe.html b/docs/licensed/api/com/johnsnowlabs/ml/search/Recipe.html
index 10ef379893..5f50096cb7 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/Recipe.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.search.Recipe</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.search.Recipe" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search.Recipe" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search.Recipe</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.search.Recipe" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.search.Recipe" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/search/SerializableKDTree.html b/docs/licensed/api/com/johnsnowlabs/ml/search/SerializableKDTree.html
index 7ec88b6a39..0655b8b9b8 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/SerializableKDTree.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.search.SerializableKDTree</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.search.SerializableKDTree" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search.SerializableKDTree" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/search/index.html b/docs/licensed/api/com/johnsnowlabs/ml/search/index.html
index e4ca76dd49..541f460d5d 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/index.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.search" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.search" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.search</title>
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/tensorflow/AssertionBatch.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/AssertionBatch.html
index 77cbb407d0..70ca6896a3 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/AssertionBatch.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionBatch</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionBatch</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/tensorflow/AssertionDatasetEncoder.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/AssertionDatasetEncoder.html
index 06aa12729c..2eaf68e796 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/AssertionDatasetEncoder.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/tensorflow/MedicalNerDatasetEncoder.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalNerDatasetEncoder.html
index e0de99bcc3..d6b388fcce 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalNerDatasetEncoder.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/tensorflow/MedicalTensorFLowClassification.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorFLowClassification.html
index ed31cc042a..0e34542940 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorFLowClassification.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorFLowClassification.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/tensorflow/MedicalTensorflowBertClassification.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowBertClassification.html
index 04a0cb871e..a342ddcb7b 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowBertClassification.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/tensorflow/MedicalTensorflowDistilBertClassification.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowDistilBertClassification.html
index 672dc9fefe..8339a3c4ce 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowDistilBertClassification.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowDistilBertClassification.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/tensorflow/TensorflowAssertion.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowAssertion.html
index 791de29aef..ad05f811fc 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowAssertion.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowAssertion" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowAssertion</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowAssertion" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowAssertion" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ml/tensorflow/TensorflowBertRE.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBertRE.html
index 727a8eaa0c..9de7f77b83 100644
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@@ -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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/tensorflow/TensorflowBioGPT.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBioGPT.html
index 2c004a1235..645113a22e 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBioGPT.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBioGPT.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/tensorflow/TensorflowGenericClassifier.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowGenericClassifier.html
index 8038ee9d53..d3f9df83c4 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowGenericClassifier.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowGenericClassifier.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/tensorflow/TensorflowMedicalNer.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowMedicalNer.html
index a290c7959c..18d01bc991 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowMedicalNer.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowMedicalNer.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/tensorflow/TensorflowZeroShotNer.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html
index 2573706944..7cf9686a30 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -280,9 +280,9 @@ <h4 id="signature" class="signature">
         <div id="constructors" class="members">
               <h3>Instance Constructors</h3>
               <ol><li name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer#&lt;init&gt;" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
-      <a id="&lt;init&gt;(tensorflowWrapper:com.johnsnowlabs.ml.tensorflow.TensorflowWrapper,sentenceStartTokenId:Int,sentenceEndTokenId:Int,sentencePadTokenId:Int,handleImpossibleAnswer:Boolean,configProtoBytes:Option[Array[Byte]],tags:Map[String,Int],signatures:Option[Map[String,String]],merges:Map[(String,String),Int],vocabulary:Map[String,Int]):com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer"></a><a id="&lt;init&gt;:TensorflowZeroShotNer"></a>
+      <a id="&lt;init&gt;(tensorflowWrapper:Option[com.johnsnowlabs.ml.tensorflow.TensorflowWrapper],sentenceStartTokenId:Int,sentenceEndTokenId:Int,sentencePadTokenId:Int,handleImpossibleAnswer:Boolean,configProtoBytes:Option[Array[Byte]],tags:Map[String,Int],signatures:Option[Map[String,String]],merges:Map[(String,String),Int],vocabulary:Map[String,Int]):com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer"></a><a id="&lt;init&gt;:TensorflowZeroShotNer"></a>
       <span class="permalink">
-      <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#&lt;init&gt;(tensorflowWrapper:com.johnsnowlabs.ml.tensorflow.TensorflowWrapper,sentenceStartTokenId:Int,sentenceEndTokenId:Int,sentencePadTokenId:Int,handleImpossibleAnswer:Boolean,configProtoBytes:Option[Array[Byte]],tags:Map[String,Int],signatures:Option[Map[String,String]],merges:Map[(String,String),Int],vocabulary:Map[String,Int]):com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" title="Permalink">
+      <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#&lt;init&gt;(tensorflowWrapper:Option[com.johnsnowlabs.ml.tensorflow.TensorflowWrapper],sentenceStartTokenId:Int,sentenceEndTokenId:Int,sentencePadTokenId:Int,handleImpossibleAnswer:Boolean,configProtoBytes:Option[Array[Byte]],tags:Map[String,Int],signatures:Option[Map[String,String]],merges:Map[(String,String),Int],vocabulary:Map[String,Int]):com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -291,7 +291,7 @@ <h3>Instance Constructors</h3>
         <span class="kind">new</span>
       </span>
       <span class="symbol">
-        <span class="name">TensorflowZeroShotNer</span><span class="params">(<span name="tensorflowWrapper">tensorflowWrapper: <span class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowWrapper">TensorflowWrapper</span></span>, <span name="sentenceStartTokenId">sentenceStartTokenId: <span class="extype" name="scala.Int">Int</span></span>, <span name="sentenceEndTokenId">sentenceEndTokenId: <span class="extype" name="scala.Int">Int</span></span>, <span name="sentencePadTokenId">sentencePadTokenId: <span class="extype" name="scala.Int">Int</span></span>, <span name="handleImpossibleAnswer">handleImpossibleAnswer: <span class="extype" name="scala.Boolean">Boolean</span> = <span class="symbol">false</span></span>, <span name="configProtoBytes">configProtoBytes: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Byte">Byte</span>]] = <span class="symbol">None</span></span>, <span name="tags">tags: <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Int">Int</span>]</span>, <span name="signatures">signatures: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Predef.String">String</span>]] = <span class="symbol">None</span></span>, <span name="merges">merges: <span class="extype" name="scala.Predef.Map">Map</span>[(<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Predef.String">String</span>), <span class="extype" name="scala.Int">Int</span>]</span>, <span name="vocabulary">vocabulary: <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Int">Int</span>]</span>)</span>
+        <span class="name">TensorflowZeroShotNer</span><span class="params">(<span name="tensorflowWrapper">tensorflowWrapper: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowWrapper">TensorflowWrapper</span>]</span>, <span name="sentenceStartTokenId">sentenceStartTokenId: <span class="extype" name="scala.Int">Int</span></span>, <span name="sentenceEndTokenId">sentenceEndTokenId: <span class="extype" name="scala.Int">Int</span></span>, <span name="sentencePadTokenId">sentencePadTokenId: <span class="extype" name="scala.Int">Int</span></span>, <span name="handleImpossibleAnswer">handleImpossibleAnswer: <span class="extype" name="scala.Boolean">Boolean</span> = <span class="symbol">false</span></span>, <span name="configProtoBytes">configProtoBytes: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Byte">Byte</span>]] = <span class="symbol">None</span></span>, <span name="tags">tags: <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Int">Int</span>]</span>, <span name="signatures">signatures: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Predef.String">String</span>]] = <span class="symbol">None</span></span>, <span name="merges">merges: <span class="extype" name="scala.Predef.Map">Map</span>[(<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Predef.String">String</span>), <span class="extype" name="scala.Int">Int</span>]</span>, <span name="vocabulary">vocabulary: <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Int">Int</span>]</span>)</span>
       </span>
       
       
@@ -473,6 +473,22 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>XXXForClassification</dd></dl></div>
+    </li><li name="com.johnsnowlabs.ml.ai.RoBertaClassification#detectedEngine" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="detectedEngine:String"></a>
+      <span class="permalink">
+      <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#detectedEngine: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">detectedEngine</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>RoBertaClassification</dd></dl></div>
     </li><li name="com.johnsnowlabs.ml.ai.XXXForClassification#encode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="encode(sentences:Seq[(com.johnsnowlabs.nlp.annotators.common.WordpieceTokenizedSentence,Int)],maxSequenceLength:Int):Seq[Array[Int]]"></a><a id="encode(Seq[(WordpieceTokenizedSentence,Int)],Int):Seq[Array[Int]]"></a>
       <span class="permalink">
@@ -489,7 +505,7 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>XXXForClassification</dd></dl></div>
-    </li><li name="com.johnsnowlabs.ml.ai.XXXForClassification#encodeSequence" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+    </li><li name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer#encodeSequence" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="encodeSequence(seq1:Seq[com.johnsnowlabs.nlp.annotators.common.WordpieceTokenizedSentence],seq2:Seq[com.johnsnowlabs.nlp.annotators.common.WordpieceTokenizedSentence],maxSequenceLength:Int):Seq[Array[Int]]"></a><a id="encodeSequence(Seq[WordpieceTokenizedSentence],Seq[WordpieceTokenizedSentence],Int):Seq[Array[Int]]"></a>
       <span class="permalink">
       <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#encodeSequence(seq1:Seq[com.johnsnowlabs.nlp.annotators.common.WordpieceTokenizedSentence],seq2:Seq[com.johnsnowlabs.nlp.annotators.common.WordpieceTokenizedSentence],maxSequenceLength:Int):Seq[Array[Int]]" title="Permalink">
@@ -504,7 +520,7 @@ <h3>Value Members</h3>
         <span class="name">encodeSequence</span><span class="params">(<span name="seq1">seq1: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.common.WordpieceTokenizedSentence">WordpieceTokenizedSentence</span>]</span>, <span name="seq2">seq2: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.annotators.common.WordpieceTokenizedSentence">WordpieceTokenizedSentence</span>]</span>, <span name="maxSequenceLength">maxSequenceLength: <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.Array">Array</span>[<span class="extype" name="scala.Int">Int</span>]]</span>
       </span>
       
-      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>XXXForClassification</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer">TensorflowZeroShotNer</a> → RoBertaClassification → XXXForClassification</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">
@@ -699,6 +715,22 @@ <h3>Value Members</h3>
                 <span class="name">@native</span><span class="args">()</span>
               
         </dd></dl></div>
+    </li><li name="com.johnsnowlabs.ml.ai.RoBertaClassification#onnxWrapper" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="onnxWrapper:Option[com.johnsnowlabs.ml.onnx.OnnxWrapper]"></a><a id="onnxWrapper:Option[OnnxWrapper]"></a>
+      <span class="permalink">
+      <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#onnxWrapper:Option[com.johnsnowlabs.ml.onnx.OnnxWrapper]" 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">onnxWrapper</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="com.johnsnowlabs.ml.onnx.OnnxWrapper">OnnxWrapper</span>]</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>RoBertaClassification</dd></dl></div>
     </li><li name="com.johnsnowlabs.ml.ai.XXXForClassification#predict" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="predict(tokenizedSentences:Seq[com.johnsnowlabs.nlp.annotators.common.TokenizedSentence],batchSize:Int,maxSentenceLength:Int,caseSensitive:Boolean,tags:Map[String,Int]):Seq[com.johnsnowlabs.nlp.Annotation]"></a><a id="predict(Seq[TokenizedSentence],Int,Int,Boolean,Map[String,Int]):Seq[Annotation]"></a>
       <span class="permalink">
@@ -747,23 +779,7 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>XXXForClassification</dd></dl></div>
-    </li><li name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer#predictSpan" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
-      <a id="predictSpan(documents:Seq[com.johnsnowlabs.nlp.Annotation],maxSentenceLength:Int,caseSensitive:Boolean,mergeTokenStrategy:String):Seq[com.johnsnowlabs.nlp.Annotation]"></a><a id="predictSpan(Seq[Annotation],Int,Boolean,String):Seq[Annotation]"></a>
-      <span class="permalink">
-      <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#predictSpan(documents:Seq[com.johnsnowlabs.nlp.Annotation],maxSentenceLength:Int,caseSensitive:Boolean,mergeTokenStrategy:String):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">predictSpan</span><span class="params">(<span name="documents">documents: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]</span>, <span name="maxSentenceLength">maxSentenceLength: <span class="extype" name="scala.Int">Int</span></span>, <span name="caseSensitive">caseSensitive: <span class="extype" name="scala.Boolean">Boolean</span></span>, <span name="mergeTokenStrategy">mergeTokenStrategy: <span class="extype" name="scala.Predef.String">String</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>
-      
-      
-    </li><li name="com.johnsnowlabs.ml.ai.XXXForClassification#predictSpan" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+    </li><li name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer#predictSpan" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="predictSpan(documents:Seq[com.johnsnowlabs.nlp.Annotation],maxSentenceLength:Int,caseSensitive:Boolean,mergeTokenStrategy:String,engine:String):Seq[com.johnsnowlabs.nlp.Annotation]"></a><a id="predictSpan(Seq[Annotation],Int,Boolean,String,String):Seq[Annotation]"></a>
       <span class="permalink">
       <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#predictSpan(documents:Seq[com.johnsnowlabs.nlp.Annotation],maxSentenceLength:Int,caseSensitive:Boolean,mergeTokenStrategy:String,engine:String):Seq[com.johnsnowlabs.nlp.Annotation]" title="Permalink">
@@ -778,7 +794,7 @@ <h3>Value Members</h3>
         <span class="name">predictSpan</span><span class="params">(<span name="documents">documents: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]</span>, <span name="maxSentenceLength">maxSentenceLength: <span class="extype" name="scala.Int">Int</span></span>, <span name="caseSensitive">caseSensitive: <span class="extype" name="scala.Boolean">Boolean</span></span>, <span name="mergeTokenStrategy">mergeTokenStrategy: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="engine">engine: <span class="extype" name="scala.Predef.String">String</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>XXXForClassification</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer">TensorflowZeroShotNer</a> → RoBertaClassification → XXXForClassification</dd></dl></div>
     </li><li name="com.johnsnowlabs.ml.ai.XXXForClassification#scoresToLabelForSequenceClassifier" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="scoresToLabelForSequenceClassifier(tags:Map[String,Int],scores:Array[Float]):String"></a><a id="scoresToLabelForSequenceClassifier(Map[String,Int],Array[Float]):String"></a>
       <span class="permalink">
@@ -940,9 +956,9 @@ <h3>Value Members</h3>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>RoBertaClassification → XXXForClassification</dd></dl></div>
     </li><li name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer#tensorflowWrapper" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
-      <a id="tensorflowWrapper:com.johnsnowlabs.ml.tensorflow.TensorflowWrapper"></a><a id="tensorflowWrapper:TensorflowWrapper"></a>
+      <a id="tensorflowWrapper:Option[com.johnsnowlabs.ml.tensorflow.TensorflowWrapper]"></a><a id="tensorflowWrapper:Option[TensorflowWrapper]"></a>
       <span class="permalink">
-      <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#tensorflowWrapper:com.johnsnowlabs.ml.tensorflow.TensorflowWrapper" title="Permalink">
+      <a href="../../../../com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html#tensorflowWrapper:Option[com.johnsnowlabs.ml.tensorflow.TensorflowWrapper]" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -951,7 +967,7 @@ <h3>Value Members</h3>
         <span class="kind">val</span>
       </span>
       <span class="symbol">
-        <span class="name">tensorflowWrapper</span><span class="result">: <span class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowWrapper">TensorflowWrapper</span></span>
+        <span class="name">tensorflowWrapper</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowWrapper">TensorflowWrapper</span>]</span>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer">TensorflowZeroShotNer</a> → RoBertaClassification</dd></dl></div>
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.Types</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.Types" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.Types" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.Types</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.Types" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.Types" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/index.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/index.html
index b1bc565f80..3121f902a1 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/tensorflow/sign/ModelSIgnatureConstantsInternal$$MedicalInputIds$.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$$MedicalInputIds$.html
index 8896443160..ad57195690 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$$MedicalInputIds$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$$MedicalInputIds$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/tensorflow/sign/ModelSIgnatureConstantsInternal$.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$.html
index f363ea85e0..525e309699 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/tensorflow/sign/index.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/index.html
index 7507e7970f..78c188a017 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/index.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 5.1.2 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/Chunk2Token.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/Chunk2Token.html
index 0469e97c21..ec06f9d138 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/Chunk2Token.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/Chunk2Token.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.Chunk2Token</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.Chunk2Token" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.Chunk2Token" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/DrugNormalizer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer$.html
index b8ce94a976..b795eb40c1 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/DrugNormalizer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer.html
index d2556481c5..0aac3e7917 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/AssertionChunkConverter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/AssertionChunkConverter.html
index 4c0f08beff..2c80b554d5 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/Datapoint.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/Datapoint.html
index 879fbc1542..cd0d73c1b2 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.Datapoint</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/dl/AssertionDLApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLApproach$.html
index e0333c0de8..0fd022596a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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>
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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 737757b289..88dce358b9 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/dl/AssertionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLModel$.html
index 3048744e2f..f3952ee167 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/dl/AssertionDLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLModel.html
index 9552bfe58c..3e0b2d7d4a 100644
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+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/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 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/dl/ReadsAssertionGraph.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/ReadsAssertionGraph.html
index 4064fd0aef..f7426a8180 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/dl/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/index.html
index d5cfc3c4fe..54bcf8cef8 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/index.html
index 94e68c7a28..68809c18e1 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/logreg/AssertionLogRegApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegApproach$.html
index ceb7ee2177..3c28848d63 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/logreg/AssertionLogRegApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegApproach.html
index a89b7ca9d5..27fbeb6c35 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegApproach.html
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/logreg/AssertionLogRegModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegModel$.html
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+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/logreg/AssertionLogRegModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegModel.html
index 9aefad8dcc..006872c4c0 100644
--- 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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/Datapoint.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Datapoint.html
index 5f636a603d..49e57b1ea4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Datapoint.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/logreg/NegexDatasetReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/NegexDatasetReader.html
index e389d5e7d4..636ded632a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/logreg/ReadablePretrainedAssertionLogReg.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/ReadablePretrainedAssertionLogReg.html
index 05f5a4888b..d31e572592 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/ReadablePretrainedAssertionLogReg.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/assertion/logreg/Windowing$VectorizedChunk.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing$VectorizedChunk.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/logreg/Windowing.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/Windowing.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/index.html
index 797df22db9..811a0e4ad9 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/AssertionFilterer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer$.html
index f211ba13c1..908fac2147 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/AssertionFilterer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/AssertionFilterer.html
index c5420a6294..e66d8c1320 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/ChunkConverter$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter$.html
index b7eb4cd1c6..31bfaf2370 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/ChunkConverter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter.html
index 798767c78d..3f61456623 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/ChunkFilterer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkFilterer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFilterer.html
index 101a26af6c..c4895353a0 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkFiltererApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach$.html
index 0e24b4acbf..5e1b6e6859 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkFiltererApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkFiltererApproach.html
index 12c1a83c4b..c2856fe17d 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkKeyPhraseExtraction$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction$.html
index 2e009eff1d..4cfbfd3649 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkKeyPhraseExtraction.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkKeyPhraseExtraction.html
index 338635987f..27f410a644 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperApproach.html
index 10279e4a0c..d705fe1df5 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkMapperFilterer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer$.html
index 000e7cead2..69bb494b1e 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkMapperFilterer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperFilterer.html
index 9624ff8b6e..d72315debf 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel$.html
index 5122c4411f..151bbd94d8 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkMapperModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkMapperModel.html
index a2aeca1460..a7a11fd1af 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ChunkSentenceSplitter$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter$.html
index 896789106e..dfe8d3051b 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/ChunkSentenceSplitter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkSentenceSplitter.html
index bcbd91476d..b0deb50ec6 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/DocMapperApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperApproach.html
index 12be65b0ce..e8ab12c6fb 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperApproach.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/DocMapperModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel$.html
index 025fea1fb8..c99d6753df 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/DocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel.html
index 1bba59d3a5..366764f09d 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/ReadChunkKeyPhraseExtractionTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadChunkKeyPhraseExtractionTensorflowModel.html
index 6a1767ed46..627deebed9 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/ReadablePretrainedChunkKeyPhraseExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkKeyPhraseExtractionModel.html
index 8ab275aff1..db43983144 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkKeyPhraseExtractionModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/ReadablePretrainedChunkMapperModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedChunkMapperModel.html
index ae38790e53..0ecc2c73dc 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/ReadablePretrainedDocMapperModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ReadablePretrainedDocMapperModel.html
index fd2c883a8e..a30ca19220 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/chunkmapper/Mapping.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mapping.html
index 2da701d152..e28d1effad 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/chunkmapper/Mappings.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mappings.html
index 7cc034ec30..de80938d51 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mappings.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/chunkmapper/Relation.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Relation.html
index 4b30a429d9..4878742889 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Relation.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/chunker/chunkmapper/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/index.html
index 3c7f94ed0b..cd8b78e990 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 7f1a742056..549f40efdc 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/params/AvailableDroppingOperators$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableDroppingOperators$.html
index 7cb82de25d..ac912483d5 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/params/AvailableScalingModes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableScalingModes$.html
index 3b6df12954..20ac58f2d4 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/params/AvailableSpecialRelations$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableSpecialRelations$.html
index db0283fb87..1c9acee4ea 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableSpecialRelations$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/params/AvailableTextDistanceFunctions$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableTextDistanceFunctions$.html
index 141a3867d5..ba0b1ef70a 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/params/ChunkMapperFuzzyMatchingParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/ChunkMapperFuzzyMatchingParams.html
index 307ff1b49a..78b572f2ba 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/chunker/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/index.html
index 1b22bde6e7..3d984a9fbb 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/classification/DocumentLogRegClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierApproach.html
index ed42060d53..722481429b 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/classification/DocumentLogRegClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel$.html
index cbfbe3c8a7..e2ecd0d101 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/classification/DocumentLogRegClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel.html
index 8973f87db3..b43a0bbc63 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/classification/DocumentMLClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierApproach.html
index 80e6b1ad30..04fbc5add6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierApproach.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 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/DocumentMLClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel$.html
index 089cadd11a..7924e73208 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierModel" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/DocumentMLClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel.html
index 37fa42f4c9..ce84ffb7d3 100644
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+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/DocumentMLClassifierParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierParams.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierParams" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FewShotClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierApproach$.html
index 8685880067..64767039b4 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FewShotClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierApproach.html
index 344143c416..3d03f8a9fe 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FewShotClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierModel$.html
index d4c4b2ed38..61b6d0e679 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel</title>
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/FewShotClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/FewShotClassifierModel.html
index 12f5ee610f..449d332c4f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel</title>
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/GenericLogRegClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierApproach$.html
index db8cb43151..a66b8b6760 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/GenericLogRegClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierApproach.html
index 80d00f0fb4..556ba2afe9 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/GenericLogRegClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierModel$.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/GenericLogRegClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericLogRegClassifierModel.html
index 70b07faa0f..099e05cc69 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/GenericSVMClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierApproach$.html
index ab9dd3d9c7..7ad2142fc2 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/GenericSVMClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/GenericSVMClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierModel$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/GenericSVMClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/GenericSVMClassifierModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/MedicalBertForSequenceClassification$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification$.html
index 4ec76372af..87733f21fb 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
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         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/MedicalBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification.html
index ed9cdd5f44..c90a306368 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -830,7 +830,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.</p><div class="fullcomment"><div class="comment cmt"><p>Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: false)
 </p></div></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#configProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="configProtoBytes:org.apache.spark.ml.param.IntArrayParam"></a><a id="configProtoBytes:IntArrayParam"></a>
@@ -2229,10 +2229,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCaseSensitive(Boolean):MedicalBertForSequenceClassification.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):MedicalBertForSequenceClassification.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification.html#setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/classification/MedicalBertForSequenceClassification.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
         <i class="material-icons"></i>
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@@ -2244,9 +2244,7 @@ <h3>Value Members</h3>
         <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.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCoalesceSentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="setParam">
       <a id="setCoalesceSentences(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCoalesceSentences(Boolean):MedicalBertForSequenceClassification.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/MedicalBertForTokenClassifier.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -2161,10 +2161,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForTokenClassifier.this.type"></a><a id="setCaseSensitive(Boolean):MedicalBertForTokenClassifier.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):MedicalBertForTokenClassifier.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier.html#setCaseSensitive(value:Boolean):MedicalBertForTokenClassifier.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -2176,9 +2176,7 @@ <h3>Value Members</h3>
         <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.classification.MedicalBertForTokenClassifier">MedicalBertForTokenClassifier</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier">MedicalBertForTokenClassifier</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier#setConfigProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="setParam">
       <a id="setConfigProtoBytes(bytes:Array[Int]):MedicalBertForTokenClassifier.this.type"></a><a id="setConfigProtoBytes(Array[Int]):MedicalBertForTokenClassifier.this.type"></a>
       <span class="permalink">
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 cbf8bf404f..254730751e 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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 b40461c91a..24cf16c1ff 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalDistilBertForSequenceClassification.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalDistilBertForSequenceClassification.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -827,7 +827,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.</p><div class="fullcomment"><div class="comment cmt"><p>Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: false)
 </p></div></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification#configProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="configProtoBytes:org.apache.spark.ml.param.IntArrayParam"></a><a id="configProtoBytes:IntArrayParam"></a>
@@ -2210,10 +2210,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalDistilBertForSequenceClassification.this.type"></a><a id="setCaseSensitive(Boolean):MedicalDistilBertForSequenceClassification.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):MedicalDistilBertForSequenceClassification.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/classification/MedicalDistilBertForSequenceClassification.html#setCaseSensitive(value:Boolean):MedicalDistilBertForSequenceClassification.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/classification/MedicalDistilBertForSequenceClassification.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -2225,9 +2225,7 @@ <h3>Value Members</h3>
         <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.classification.MedicalDistilBertForSequenceClassification">MedicalDistilBertForSequenceClassification</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification">MedicalDistilBertForSequenceClassification</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification#setCoalesceSentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="setParam">
       <a id="setCoalesceSentences(value:Boolean):MedicalDistilBertForSequenceClassification.this.type"></a><a id="setCoalesceSentences(Boolean):MedicalDistilBertForSequenceClassification.this.type"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadBertForTokenTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadBertForTokenTensorflowModel.html
index 5466dc1a2a..4e61f017c2 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadDistilBertForSequenceTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadDistilBertForSequenceTensorflowModel.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadDistilBertForSequenceTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadDistilBertForSequenceTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadDistilBertForSequenceTensorflowModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadDistilBertForSequenceTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadDistilBertForSequenceTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadDistilBertForSequenceTensorflowModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/classification/ReadMedicalBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadMedicalBertForSequenceClassification.html
index ab1f1dbfe0..46e65e9325 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadMedicalBertForSequenceClassification.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadMedicalBertForSequenceClassification.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadablePretrainedBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedBertForSequenceModel.html
index 1cd36610d5..024dee88ed 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForSequenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForSequenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForSequenceModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForSequenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForSequenceModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadablePretrainedBertForTokenModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedBertForTokenModel.html
index c255f655f2..52a7e26703 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForTokenModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForTokenModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForTokenModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForTokenModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForTokenModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForTokenModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/classification/ReadablePretrainedDistilBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDistilBertForSequenceModel.html
index 26d5bed4c3..8107a67d98 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDistilBertForSequenceModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDistilBertForSequenceModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/classification/ReadablePretrainedDocumentLogRegClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDocumentLogRegClassifierModel.html
index b72acd96d8..f5e64777f7 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadablePretrainedDocumentMLClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDocumentMLClassifierModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/index.html
index f7cb202c1a..7598d38159 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.classification" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.classification" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/ContextRules.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextRules.html
index bfea14d0d6..f2566f1cd3 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextRules" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextRules</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextRules" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextRules" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/ContextualParserApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach$.html
index 55890748df..a54ccb42b6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/ContextualParserApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach.html
index 201ee1f331..59bbe549b9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
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+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/ContextualParserModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel$.html
index 47c25cfd0d..0d940f0d8e 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/ContextualParserModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel.html
index 62d5ee0115..e0e62ace40 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 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/Dictionary.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/Dictionary.html
index 34abfb5f96..e2d3c8ca9f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.Dictionary" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/EntityDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/EntityDefinition.html
index f93fb05648..04382f464b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/EntityDefinition.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/MatchExceptions.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchExceptions.html
index 87956625c4..8c63ba47e3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchExceptions.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchExceptions</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/MatchPrefixSuffix.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchPrefixSuffix.html
index 59abed8dd2..951ac659ad 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/MatchRegex.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegex.html
index 653d586f66..2c51b645e8 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 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchRegex</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 3071d2b887..4360236cf8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegexPerSentence.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
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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/context/MatchedToken.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchedToken.html
index 7ed90cddbb..ae22cdda95 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchedToken</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/ReadablePretrainedContextualParser.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ReadablePretrainedContextualParser.html
index 8d7aa4a48b..b34296dcb4 100644
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+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/context/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/index.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.context" />
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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/datasets/AssertionAnnotationAndText.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/AssertionAnnotationAndText.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.datasets.AssertionAnnotationAndText" />
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@@ -28,7 +28,7 @@
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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="description" content="Spark NLP 5.1.3 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>
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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="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/datasets/IndexedChunk.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/datasets/IndexedChunk.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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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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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.datasets" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/deid/BaseDeidParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/BaseDeidParams.html
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+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/deid/DeIdentification$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentification$.html
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/deid/DeIdentification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentification" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -299,11 +299,16 @@ <h4 id="signature" class="signature">
 This module can obfuscate or mask the entities that contains personal information. These can be set with a file of
 regex patterns with <a href="#setRegexPatternsDictionary(path:String,readAs:com.johnsnowlabs.nlp.util.io.ReadAs.Format,options:Map[String,String]):DeIdentification.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setRegexPatternsDictionary">setRegexPatternsDictionary</a>, where each line is a mapping of
 entity to regex.</p><pre>DATE \d{<span class="num">4</span>}
-AID \d{<span class="num">6</span>,<span class="num">7</span>}</pre><p>Additionally, obfuscation strings can be defined with <a href="#setObfuscateRefFile(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setObfuscateRefFile">setObfuscateRefFile</a>, where each line
+AID \d{<span class="num">6</span>,<span class="num">7</span>}</pre><p>Additionally, obfuscation strings can be defined with <a href="DeidApproachParams.html#setObfuscateRefFile(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams#setObfuscateRefFile">DeidApproachParams.setObfuscateRefFile</a>, where each line
 is a mapping of string to entity. The format and seperator can be speficied with
-<a href="#setRefFileFormat(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setRefFileFormat">setRefFileFormat</a> and <a href="#setRefSep(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setRefSep">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 DeIdentificationParams.
-</p></div><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p><a href="DeIdentificationModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel">DeIdentificationModel</a></p></span><span class="cmt"><p><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></p></span><span class="cmt"><p><a href="DeidApproachParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams">DeidApproachParams</a></p></span><span class="cmt"><p><a href="#train(dataset:org.apache.spark.sql.Dataset[_],recursivePipeline:Option[org.apache.spark.ml.PipelineModel]):com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#train">train</a>
+<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>.
+      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>.
+      The default algorithm is 'SHA1PRNG'.</p></span></dd><dt>See also</dt><dd><span class="cmt"><p><a href="DeIdentificationModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel">DeIdentificationModel</a></p></span><span class="cmt"><p><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></p></span><span class="cmt"><p><a href="DeidApproachParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams">DeidApproachParams</a></p></span><span class="cmt"><p><a href="#train(dataset:org.apache.spark.sql.Dataset[_],recursivePipeline:Option[org.apache.spark.ml.PipelineModel]):com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#train">train</a>
      Ideally this annotator works in conjunction with Demographic Named EntityRecognizers that can be trained either using
      <a href="https://nlp.johnsnowlabs.com/api/#com.johnsnowlabs.nlp.annotator.package$$TextMatcher$" target="_blank">TextMatchers</a>,
      <a href="https://nlp.johnsnowlabs.com/api/#com.johnsnowlabs.nlp.annotator.package$$RegexMatcher$" target="_blank">RegexMatchers</a>,
@@ -447,7 +452,7 @@ <h3>Instance Constructors</h3>
         <span class="name">DeIdentification</span><span class="params">(<span name="uid">uid: <span class="extype" name="scala.Predef.String">String</span></span>)</span>
       </span>
       
-      <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">uid</dt><dd class="cmt"><p>a unique identifier for the instanced Annotator</p></dd></dl></div>
+      <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">uid</dt><dd class="cmt"><p>a unique identifier for the instanced Annotator</p></dd></dl><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></dl></div>
     </li></ol>
             </div>
 
@@ -1599,6 +1604,22 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="BaseDeidParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.BaseDeidParams">BaseDeidParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#getUseShiftDays" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getUseShiftDays:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#getUseShiftDays: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">getUseShiftDays</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Getter method of useShiftDays</p><div class="fullcomment"><div class="comment cmt"><p>Getter method of useShiftDays</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.DeIdentificationParams#getZipCodeTag" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="getZipCodeTag:String"></a>
       <span class="permalink">
@@ -2132,12 +2153,10 @@ <h3>Value Members</h3>
         <span class="name">mode</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">Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><p>&quot;David Hale visited EEUU  a couple of years ago&quot;</p><p>Mask mode:
-The entities will be replaced by their entity types. Example
-&quot;&lt;PERSON&gt; visited &lt;COUNTRY&gt; a couple of years ago&quot;</p><p>Obfuscate mode:</p><p>The entity is replaced by a obfuscator term:</p><p>&quot;Bryan Johnson visited Japon a couple of years ago&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>
+      <p class="shortcomment cmt">Mode for Anonymizer ['mask'|'obfuscate'].</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']. Default: 'mask'</p><ul><li>Mask mode: The entities will be replaced by their entity types.</li><li>Obfuscate mode: The entity is replaced by an obfuscator's term.
+</li></ul></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><div class="block">Example:
+               <ol><li class="cmt"><p>Given the following text: &quot;David Hale visited EEUU a couple of years ago&quot;</p><ul><li>Mask mode: &quot;<code>&lt;</code>PERSON<code>&gt;</code> visited <code>&lt;</code>COUNTRY<code>&gt;</code> a couple of years ago&quot;</li><li>Obfuscate mode: &quot;Bryan Johnson visited Japan a couple of years ago&quot;</li></ul></li></ol>
+            </div></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">
@@ -3039,12 +3058,10 @@ <h3>Value Members</h3>
         <span class="name">setMode</span><span class="params">(<span name="m">m: <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">Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><p>&quot;David Hale visited EEUU  a couple of years ago&quot;</p><p>Mask mode:
-The entities will be replaced by their entity types. Example
-&quot;&lt;PERSON&gt; visited &lt;COUNTRY&gt; a couple of years ago&quot;</p><p>Obfuscate mode:</p><p>The entity is replaced by an obfuscator's term:</p><p>&quot;Bryan Johnson visited Japon a couple of years ago&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>
+      <p class="shortcomment cmt">Mode for Anonymizer ['mask'|'obfuscate'].</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']. Default: 'mask'</p><ul><li> Mask mode: The entities will be replaced by their entity types.</li><li> Obfuscate mode: The entity is replaced by an obfuscator's term.
+</li></ul></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><div class="block">Example:
+               <ol><li class="cmt"><p>Given the following text: &quot;David Hale visited EEUU a couple of years ago&quot;</p><ul><li> Mask mode: &quot;<code>&lt;</code>PERSON<code>&gt;</code> visited <code>&lt;</code>COUNTRY<code>&gt;</code> a couple of years ago&quot;</li><li> Obfuscate mode: &quot;Bryan Johnson visited Japan a couple of years ago&quot;</li></ul></li></ol>
+            </div></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setObfuscateDate" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setObfuscateDate(s:Boolean):DeIdentificationParams.this.type"></a><a id="setObfuscateDate(Boolean):DeIdentification.this.type"></a>
       <span class="permalink">
@@ -3361,10 +3378,10 @@ <h3>Value Members</h3>
 [mask, obfuscate, skip]
 Default: obfuscate
 </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.DeIdentificationParams#setUseShiftDayse" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
-      <a id="setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDayse(Boolean):DeIdentification.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setUseShiftDays" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setUseShiftDays(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDays(Boolean):DeIdentification.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#setUseShiftDays(s:Boolean):DeIdentificationParams.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -3373,7 +3390,7 @@ <h3>Value Members</h3>
         <span class="kind">def</span>
       </span>
       <span class="symbol">
-        <span class="name">setUseShiftDayse</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 class="name">setUseShiftDays</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>
       
       <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>
@@ -3560,7 +3577,8 @@ <h3>Value Members</h3>
         <span class="name">useShifDays</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><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
+      <p class="shortcomment cmt"> Use shift days : Whether to use the random shift day when the document has this in its metadata.</p><div class="fullcomment"><div class="comment cmt"><p> Use shift days : Whether to use the random shift day when the document has this in its metadata. Default: 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>
     </li><li name="com.johnsnowlabs.nlp.AnnotatorApproach#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">
@@ -3683,7 +3701,29 @@ <h3>Value Members</h3>
 
         
 
-        
+        <div class="values members">
+              <h3>Deprecated Value Members</h3>
+              <ol><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setUseShiftDayse" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDayse(Boolean):DeIdentification.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentification.html#setUseShiftDayse(s:Boolean):DeIdentificationParams.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 deprecated" title="Deprecated: deprecated because of typo">setUseShiftDayse</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>
+      
+      <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><dt>Annotations</dt><dd>
+                <span class="name">@deprecated</span>
+              
+        </dd><dt>Deprecated</dt><dd class="cmt"><p>deprecated because of typo</p></dd></dl></div>
+    </li></ol>
+            </div>
         </div>
 
         <div id="inheritedMembers">
@@ -3744,6 +3784,9 @@ <h3>Members</h3>
             </div><div class="group" name="setParam">
               <h3>Parameter setters</h3>
               
+            </div><div class="group" name="getParam">
+              <h3>Parameter getters</h3>
+              
             </div>
         </div>
 
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 3c2b48a86c..ca8b1db165 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 f818b89ca8..66dbb24d65 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 a20af7076b..c71ff4f60b 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -2066,6 +2066,22 @@ <h3>Value Members</h3>
       <p class="shortcomment cmt">Returns the tokens for each Annotation instance in the input Sequence
 </p><div class="fullcomment"><div class="comment cmt"><p>Returns the tokens for each Annotation instance in the input Sequence
 </p></div><dl class="paramcmts block"><dt class="param">annotations</dt><dd class="cmt"><p>a Sequence of Annotation instances</p></dd><dt>returns</dt><dd class="cmt"><p>a Sequence of Sequence[IndexedToken], each Sequence represents tokens from each input Annotation</p></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#getUseShiftDays" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="getParam">
+      <a id="getUseShiftDays:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel.html#getUseShiftDays: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">getUseShiftDays</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Getter method of useShiftDays</p><div class="fullcomment"><div class="comment cmt"><p>Getter method of useShiftDays</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#getValidAgeRanges" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="getValidAgeRanges:Array[Int]"></a>
       <span class="permalink">
@@ -2701,12 +2717,10 @@ <h3>Value Members</h3>
         <span class="name">mode</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">Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><p>&quot;David Hale visited EEUU  a couple of years ago&quot;</p><p>Mask mode:
-The entities will be replaced by their entity types. Example
-&quot;&lt;PERSON&gt; visited &lt;COUNTRY&gt; a couple of years ago&quot;</p><p>Obfuscate mode:</p><p>The entity is replaced by a obfuscator term:</p><p>&quot;Bryan Johnson visited Japon a couple of years ago&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>
+      <p class="shortcomment cmt">Mode for Anonymizer ['mask'|'obfuscate'].</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']. Default: 'mask'</p><ul><li>Mask mode: The entities will be replaced by their entity types.</li><li>Obfuscate mode: The entity is replaced by an obfuscator's term.
+</li></ul></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><div class="block">Example:
+               <ol><li class="cmt"><p>Given the following text: &quot;David Hale visited EEUU a couple of years ago&quot;</p><ul><li>Mask mode: &quot;<code>&lt;</code>PERSON<code>&gt;</code> visited <code>&lt;</code>COUNTRY<code>&gt;</code> a couple of years ago&quot;</li><li>Obfuscate mode: &quot;Bryan Johnson visited Japan a couple of years ago&quot;</li></ul></li></ol>
+            </div></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">
@@ -3770,12 +3784,10 @@ <h3>Value Members</h3>
         <span class="name">setMode</span><span class="params">(<span name="m">m: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel">DeIdentificationModel</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><p>&quot;David Hale visited EEUU  a couple of years ago&quot;</p><p>Mask mode:
-The entities will be replaced by their entity types. Example
-&quot;&lt;PERSON&gt; visited &lt;COUNTRY&gt; a couple of years ago&quot;</p><p>Obfuscate mode:</p><p>The entity is replaced by an obfuscator's term:</p><p>&quot;Bryan Johnson visited Japon a couple of years ago&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>
+      <p class="shortcomment cmt">Mode for Anonymizer ['mask'|'obfuscate'].</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']. Default: 'mask'</p><ul><li> Mask mode: The entities will be replaced by their entity types.</li><li> Obfuscate mode: The entity is replaced by an obfuscator's term.
+</li></ul></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><div class="block">Example:
+               <ol><li class="cmt"><p>Given the following text: &quot;David Hale visited EEUU a couple of years ago&quot;</p><ul><li> Mask mode: &quot;<code>&lt;</code>PERSON<code>&gt;</code> visited <code>&lt;</code>COUNTRY<code>&gt;</code> a couple of years ago&quot;</li><li> Obfuscate mode: &quot;Bryan Johnson visited Japan a couple of years ago&quot;</li></ul></li></ol>
+            </div></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setObfuscateDate" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setObfuscateDate(s:Boolean):DeIdentificationParams.this.type"></a><a id="setObfuscateDate(Boolean):DeIdentificationModel.this.type"></a>
       <span class="permalink">
@@ -4040,10 +4052,10 @@ <h3>Value Members</h3>
 [mask, obfuscate, skip]
 Default: obfuscate
 </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.DeIdentificationParams#setUseShiftDayse" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
-      <a id="setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDayse(Boolean):DeIdentificationModel.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setUseShiftDays" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setUseShiftDays(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDays(Boolean):DeIdentificationModel.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel.html#setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel.html#setUseShiftDays(s:Boolean):DeIdentificationParams.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -4052,7 +4064,7 @@ <h3>Value Members</h3>
         <span class="kind">def</span>
       </span>
       <span class="symbol">
-        <span class="name">setUseShiftDayse</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.DeIdentificationModel">DeIdentificationModel</a>.this.type</span>
+        <span class="name">setUseShiftDays</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.DeIdentificationModel">DeIdentificationModel</a>.this.type</span>
       </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>
@@ -4299,7 +4311,8 @@ <h3>Value Members</h3>
         <span class="name">useShifDays</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><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></dd></dl></div>
+      <p class="shortcomment cmt"> Use shift days : Whether to use the random shift day when the document has this in its metadata.</p><div class="fullcomment"><div class="comment cmt"><p> Use shift days : Whether to use the random shift day when the document has this in its metadata. Default: 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>
     </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">
@@ -4454,7 +4467,29 @@ <h3>Value Members</h3>
 
         
 
-        
+        <div class="values members">
+              <h3>Deprecated Value Members</h3>
+              <ol><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setUseShiftDayse" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDayse(Boolean):DeIdentificationModel.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel.html#setUseShiftDayse(s:Boolean):DeIdentificationParams.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 deprecated" title="Deprecated: deprecated because of typo">setUseShiftDayse</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.DeIdentificationModel">DeIdentificationModel</a>.this.type</span>
+      </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><dt>Annotations</dt><dd>
+                <span class="name">@deprecated</span>
+              
+        </dd><dt>Deprecated</dt><dd class="cmt"><p>deprecated because of typo</p></dd></dl></div>
+    </li></ol>
+            </div>
         </div>
 
         <div id="inheritedMembers">
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 ec16720c8f..43fa7eced7 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -1210,6 +1210,22 @@ <h3>Concrete Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="BaseDeidParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.BaseDeidParams">BaseDeidParams</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#getUseShiftDays" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="getParam">
+      <a id="getUseShiftDays:Boolean"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html#getUseShiftDays: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">getUseShiftDays</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <p class="shortcomment cmt">Getter method of useShiftDays</p>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#getZipCodeTag" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
       <a id="getZipCodeTag:String"></a>
       <span class="permalink">
@@ -1448,12 +1464,10 @@ <h3>Concrete Value Members</h3>
         <span class="name">mode</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">Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><p>&quot;David Hale visited EEUU  a couple of years ago&quot;</p><p>Mask mode:
-The entities will be replaced by their entity types. Example
-&quot;&lt;PERSON&gt; visited &lt;COUNTRY&gt; a couple of years ago&quot;</p><p>Obfuscate mode:</p><p>The entity is replaced by a obfuscator term:</p><p>&quot;Bryan Johnson visited Japon a couple of years ago&quot;
-</p></div></div>
+      <p class="shortcomment cmt">Mode for Anonymizer ['mask'|'obfuscate'].</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']. Default: 'mask'</p><ul><li>Mask mode: The entities will be replaced by their entity types.</li><li>Obfuscate mode: The entity is replaced by an obfuscator's term.
+</li></ul></div><dl class="attributes block"> <div class="block">Example:
+               <ol><li class="cmt"><p>Given the following text: &quot;David Hale visited EEUU a couple of years ago&quot;</p><ul><li>Mask mode: &quot;<code>&lt;</code>PERSON<code>&gt;</code> visited <code>&lt;</code>COUNTRY<code>&gt;</code> a couple of years ago&quot;</li><li>Obfuscate mode: &quot;Bryan Johnson visited Japan a couple of years ago&quot;</li></ul></li></ol>
+            </div></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">
@@ -2074,12 +2088,10 @@ <h3>Concrete Value Members</h3>
         <span class="name">setMode</span><span class="params">(<span name="m">m: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']
-Given the following text</p><p>&quot;David Hale visited EEUU  a couple of years ago&quot;</p><p>Mask mode:
-The entities will be replaced by their entity types. Example
-&quot;&lt;PERSON&gt; visited &lt;COUNTRY&gt; a couple of years ago&quot;</p><p>Obfuscate mode:</p><p>The entity is replaced by an obfuscator's term:</p><p>&quot;Bryan Johnson visited Japon a couple of years ago&quot;
-</p></div></div>
+      <p class="shortcomment cmt">Mode for Anonymizer ['mask'|'obfuscate'].</p><div class="fullcomment"><div class="comment cmt"><p>Mode for Anonymizer ['mask'|'obfuscate']. Default: 'mask'</p><ul><li> Mask mode: The entities will be replaced by their entity types.</li><li> Obfuscate mode: The entity is replaced by an obfuscator's term.
+</li></ul></div><dl class="attributes block"> <div class="block">Example:
+               <ol><li class="cmt"><p>Given the following text: &quot;David Hale visited EEUU a couple of years ago&quot;</p><ul><li> Mask mode: &quot;<code>&lt;</code>PERSON<code>&gt;</code> visited <code>&lt;</code>COUNTRY<code>&gt;</code> a couple of years ago&quot;</li><li> Obfuscate mode: &quot;Bryan Johnson visited Japan a couple of years ago&quot;</li></ul></li></ol>
+            </div></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setObfuscateDate" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
       <a id="setObfuscateDate(s:Boolean):DeIdentificationParams.this.type"></a><a id="setObfuscateDate(Boolean):DeIdentificationParams.this.type"></a>
       <span class="permalink">
@@ -2268,10 +2280,10 @@ <h3>Concrete Value Members</h3>
 [mask, obfuscate, skip]
 Default: obfuscate
 </p></div></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setUseShiftDayse" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
-      <a id="setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDayse(Boolean):DeIdentificationParams.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setUseShiftDays" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="setUseShiftDays(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDays(Boolean):DeIdentificationParams.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html#setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html#setUseShiftDays(s:Boolean):DeIdentificationParams.this.type" title="Permalink">
         <i class="material-icons"></i>
       </a>
     </span>
@@ -2280,7 +2292,7 @@ <h3>Concrete Value Members</h3>
         <span class="kind">def</span>
       </span>
       <span class="symbol">
-        <span class="name">setUseShiftDayse</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.DeIdentificationParams">DeIdentificationParams</a>.this.type</span>
+        <span class="name">setUseShiftDays</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.DeIdentificationParams">DeIdentificationParams</a>.this.type</span>
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@@ -2367,7 +2379,7 @@ <h3>Concrete Value Members</h3>
 [mask, obfuscate, skip]
 Default: obfuscate
 </p></div></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#useShifDays" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+    </li><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#useShifDays" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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@@ -2382,7 +2394,8 @@ <h3>Concrete Value Members</h3>
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       </span>
       
-      
+      <p class="shortcomment cmt"> Use shift days : Whether to use the random shift day when the document has this in its metadata.</p><div class="fullcomment"><div class="comment cmt"><p> Use shift days : Whether to use the random shift day when the document has this in its metadata. Default: False
+</p></div></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">
@@ -2473,7 +2486,29 @@ <h3>Concrete Value Members</h3>
 
         
 
-        
+        <div class="values members">
+              <h3>Deprecated Value Members</h3>
+              <ol><li name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams#setUseShiftDayse" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setUseShiftDayse(s:Boolean):DeIdentificationParams.this.type"></a><a id="setUseShiftDayse(Boolean):DeIdentificationParams.this.type"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html#setUseShiftDayse(s:Boolean):DeIdentificationParams.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 deprecated" title="Deprecated: deprecated because of typo">setUseShiftDayse</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.DeIdentificationParams">DeIdentificationParams</a>.this.type</span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Annotations</dt><dd>
+                <span class="name">@deprecated</span>
+              
+        </dd><dt>Deprecated</dt><dd class="cmt"><p>deprecated because of typo</p></dd></dl></div>
+    </li></ol>
+            </div>
         </div>
 
         <div id="inheritedMembers">
@@ -2496,7 +2531,10 @@ <h3>Inherited from <span class="extype" name="scala.Any">Any</span></h3>
         </div>
 
         <div id="groupedMembers">
-        <div class="group" name="param">
+        <div class="group" name="getParam">
+              <h3>getParam</h3>
+              
+            </div><div class="group" name="param">
               <h3>Parameters</h3>
               
             </div><div class="group" name="setParam">
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
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@@ -28,7 +28,7 @@
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</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>
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
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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 class="close-results"><span class="left">&lt;</span> Back</span>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Language" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Language" />
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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 class="close-results"><span class="left">&lt;</span> Back</span>
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
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@@ -28,7 +28,7 @@
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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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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ObfuscatorAnnotatorApproach" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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
index 7780dd55fa..aba4e236ef 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ObfuscatorAnnotatorApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ObfuscatorAnnotatorModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ObfuscatorAnnotatorModel" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ObfuscatorParams" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ObfuscatorParams" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ObfuscatorParams" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 2d5b4c7d7b..4546cf8cfa 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReIdentification" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReIdentification" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 de83fa9936..b254967089 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReadablePretrainedDeId" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReadablePretrainedDeId" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 91f38f0d4b..34f93acabc 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReadsFeatures" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.ReadsFeatures</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReadsFeatures" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReadsFeatures" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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
index 39720c60fe..aeb22f1a45 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Replacer" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Replacer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Replacer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 ea0cd02eea..dd6d5a6999 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 116cf2a741..10a990b17a 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 d82e0f1f7f..c0bda12cff 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 a56a85b467..534ba11b6e 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Age</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 de46f23be7..79950f7757 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 b5c75890b8..e88b9b304f 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Company</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 c4c78f8a85..286756cc23 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Contact</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Addreses$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Addreses$.html
index 07b55423f3..8aeabde7c8 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Cities$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Cities$.html
index 644f8da283..03f6d052e5 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Countries$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html
index 40ab13beb9..480e341e4c 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 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Emails$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Emails$.html
index 8b3170bb8f..cd53142226 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$FirstName$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$FirstName$.html
index 289fa809ff..0a776970a0 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Hospitals$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Hospitals$.html
index f38a3df5f0..59295d2ff2 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Names$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Names$.html
index b3ce5830d1..95fec0a812 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Professions$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Professions$.html
index 94d34db39d..2c01d35ec1 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Sex$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Sex$.html
index a3a2376519..ba763fbb63 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 efe5672b6e..fd395c5930 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Streets$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Streets$.html
index 827c200408..548671af1f 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Surnames$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Surnames$.html
index 72ec1b0f07..219a57e244 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$Usernames$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html
index 34804e5fea..1162ec645b 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$.html
index 043428d794..9b22d2af85 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -366,22 +366,6 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.deid.faker.Faker#ages" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
-      <a id="ages:Array[Int]=&gt;Map[String,Seq[String]]"></a><a id="ages:(Array[Int])⇒Map[String,Seq[String]]"></a>
-      <span class="permalink">
-      <a href="../../../../../../com/johnsnowlabs/nlp/annotators/deid/faker/Faker$.html#ages:Array[Int]=&gt;Map[String,Seq[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">ages</span><span class="result">: (<span class="extype" name="scala.Array">Array</span>[<span class="extype" name="scala.Int">Int</span>]) ⇒ <span class="extype" name="scala.Predef.Map">Map</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="scala.Predef.String">String</span>]]</span>
-      </span>
-      
-      
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.faker.Faker#alias" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
       <a id="alias:Seq[String]"></a>
       <span class="permalink">
@@ -613,7 +597,7 @@ <h3>Value Members</h3>
         <span class="name">contains</span><span class="params">(<span name="names">names: <span class="extype" name="scala.IndexedSeq">IndexedSeq</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>, <span name="name">name: <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[<a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid">deid</a>] </dd></dl></div>
+      <p class="shortcomment cmt">Note: This method uses binary search.</p><div class="fullcomment"><div class="comment cmt"><p>Note: This method uses binary search. Therefore, make sure the list given is in order.</p></div><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../index.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid">deid</a>] </dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.deid.faker.Faker#countries" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
       <a id="countries:Seq[String]"></a>
       <span class="permalink">
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 e4bcb65148..1f1f7dddba 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 b8ed5d5e95..859c5b2cca 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 dfd383eeb2..752d279e18 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Finance</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 c7b1da2c26..9fb9e6fd53 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Gender</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 22ae68fa06..0b46ab8976 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ID</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/Legal.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Legal.html
index 2baa473d05..0ed3685e3f 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Legal</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 45999686b1..b75c4beeb1 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Location</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 e8913094f1..f729145b0b 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>
           <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Person</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/Profession.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Profession.html
index d98da78642..117ad0bac6 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Profession</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RandomsElements.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/RandomsElements.html
index 48dc62544d..801b3e3418 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/SelectionUtil$$SeqImprovements.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html
index 353466ce69..d4ea3e4303 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/SelectionUtil$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html
index 2a05093463..2d495610df 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 97a55a8682..db6c22325c 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.URL</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 f9bd71157b..5994ec288e 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 2e4f61d8ad..d5f858c940 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.deid" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -687,11 +687,16 @@ <h3>Type Members</h3>
 This module can obfuscate or mask the entities that contains personal information. These can be set with a file of
 regex patterns with <a href="DeIdentification.html#setRegexPatternsDictionary(path:String,readAs:com.johnsnowlabs.nlp.util.io.ReadAs.Format,options:Map[String,String]):DeIdentification.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setRegexPatternsDictionary">setRegexPatternsDictionary</a>, where each line is a mapping of
 entity to regex.</p><pre>DATE \d{<span class="num">4</span>}
-AID \d{<span class="num">6</span>,<span class="num">7</span>}</pre><p>Additionally, obfuscation strings can be defined with <a href="DeIdentification.html#setObfuscateRefFile(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setObfuscateRefFile">setObfuscateRefFile</a>, where each line
+AID \d{<span class="num">6</span>,<span class="num">7</span>}</pre><p>Additionally, obfuscation strings can be defined with <a href="DeidApproachParams.html#setObfuscateRefFile(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams#setObfuscateRefFile">DeidApproachParams.setObfuscateRefFile</a>, where each line
 is a mapping of string to entity. The format and seperator can be speficied with
-<a href="DeIdentification.html#setRefFileFormat(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setRefFileFormat">setRefFileFormat</a> and <a href="DeIdentification.html#setRefSep(f:String):DeidApproachParams.this.type" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#setRefSep">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 DeIdentificationParams.
-</p></div><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p><a href="DeIdentificationModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel">DeIdentificationModel</a></p></span><span class="cmt"><p><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></p></span><span class="cmt"><p><a href="DeidApproachParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams">DeidApproachParams</a></p></span><span class="cmt"><p><a href="DeIdentification.html#train(dataset:org.apache.spark.sql.Dataset[_],recursivePipeline:Option[org.apache.spark.ml.PipelineModel]):com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#train">train</a>
+<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>.
+      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>.
+      The default algorithm is 'SHA1PRNG'.</p></span></dd><dt>See also</dt><dd><span class="cmt"><p><a href="DeIdentificationModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel">DeIdentificationModel</a></p></span><span class="cmt"><p><a href="DeIdentificationParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams">DeIdentificationParams</a></p></span><span class="cmt"><p><a href="DeidApproachParams.html" class="extype" name="com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams">DeidApproachParams</a></p></span><span class="cmt"><p><a href="DeIdentification.html#train(dataset:org.apache.spark.sql.Dataset[_],recursivePipeline:Option[org.apache.spark.ml.PipelineModel]):com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" class="extmbr" name="com.johnsnowlabs.nlp.annotators.deid.DeIdentification#train">train</a>
      Ideally this annotator works in conjunction with Demographic Named EntityRecognizers that can be trained either using
      <a href="https://nlp.johnsnowlabs.com/api/#com.johnsnowlabs.nlp.annotator.package$$TextMatcher$" target="_blank">TextMatchers</a>,
      <a href="https://nlp.johnsnowlabs.com/api/#com.johnsnowlabs.nlp.annotator.package$$RegexMatcher$" target="_blank">RegexMatchers</a>,
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator$.html
index 3c12a2c060..32b4e67608 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/NerDisambiguator$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 f30426aeea..10af5ed1c1 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 0db3146ed6..87d58a1dff 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 35115f41b3..3e2f2aa1ed 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadDisambiguator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadDisambiguator.html
index 9199e0b2e1..d4b0c8b1c6 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadPretrainedNerDisambiguator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadPretrainedNerDisambiguator.html
index 004336dcda..13d44da006 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/SimpleDisambiguationPipeline.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/SimpleDisambiguationPipeline.html
index 169b4cd2c4..6bc3058ad4 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/ContextMappingsSchema$$Record.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$$Record.html
index 4e2c68ecec..66c0572ed9 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/ContextMappingsSchema$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/ContextMappingsSchema$.html
index 7e5334f33b..0cfa027476 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html
index 65e6a6f5fc..1707c18c14 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/DisambiguationDataTypes$$Disambiguation.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Disambiguation.html
index 7f8336ae87..1cbdc806dc 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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$$DisambiguationResult.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguationResult.html
index bea4b52fca..f48a7ccb03 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 name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/DisambiguationDataTypes$$Position.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Position.html
index a6bdc7d247..2323fdf33e 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/DisambiguationDataTypes$$RawDisambiguationResult.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$RawDisambiguationResult.html
index f08afc6c4c..3a589aec97 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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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/DisambiguationDataTypes$$Sentence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Sentence.html
index ad02769d8c..35547f4522 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Sentence.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$SentenceEmbeddingWithType.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$SentenceEmbeddingWithType.html
index 38dfd9459d..9cdbfaa1e9 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/DisambiguationDataTypes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$.html
index 43a903512c..ad2ec3b30a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/LinalgAliases$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/LinalgAliases$.html
index 1de412e1f0..540bc374d3 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/datatypes/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/index.html
index de6e61a85d..28a66aa6e2 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/index.html
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--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/index.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/linalg/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/linalg/index.html
index 5aaa4a298f..ad50c838d3 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.linalg</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.linalg" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.linalg" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.linalg</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.linalg" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.linalg" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/linalg/package$$ManifoldTopologyBreeze$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/linalg/package$$ManifoldTopologyBreeze$.html
index 24d3a2069b..77b9814034 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.linalg.ManifoldTopologyBreeze</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.linalg.ManifoldTopologyBreeze" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.linalg.ManifoldTopologyBreeze</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.linalg.ManifoldTopologyBreeze" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.linalg.ManifoldTopologyBreeze" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/AnnotationLogic.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/AnnotationLogic.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.AnnotationLogic" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.AnnotationLogic</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.AnnotationLogic" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.AnnotationLogic" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/Knowledge.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/Knowledge.html
index 3658115212..4453dc02b1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/Knowledge.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.Knowledge" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.Knowledge</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.Knowledge" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.Knowledge" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/KvKnowledgeExtractor.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/KvKnowledgeExtractor.html
index f9e44b48ec..39263d28d2 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/KvKnowledgeExtractor.html
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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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--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/Mappings.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.Mappings" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.Mappings</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.Mappings" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.Mappings" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/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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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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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
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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 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.BowPoolingExtractor" />
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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/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 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.BowPoolingExtractor" />
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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/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 5.1.3 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 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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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/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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
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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 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.CategoryToDomainMapping" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.CategoryToDomainMapping</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.CategoryToDomainMapping" />
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-        <span id="doc-title">Spark NLP 5.1.2 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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.DisambiguatorModelParams" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.DisambiguatorModelParams</title>
+          <meta name="description" content="Spark NLP 5.1.3 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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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.SwitchableSentenceEmbeddings.SentenceEmbeddingColumns" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.SwitchableSentenceEmbeddings" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.SwitchableSentenceEmbeddings</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.SwitchableSentenceEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util" />
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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/CosineMetrics.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/CosineMetrics.html
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.CosineMetrics</title>
+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.CosineMetricsBreezeImpl" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.Topology</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.Topology" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.Topology" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/KryoSerializer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/KryoSerializer$.html
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.KryoSerializer</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.KryoSerializer" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.KryoSerializer" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/Reader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/Reader.html
index 9733384758..dcf628963e 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.Reader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.Reader</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.Reader" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.Reader" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageDisambiguatorHelper</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageDisambiguatorHelper" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageDisambiguatorHelper</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageDisambiguatorHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageDisambiguatorHelper" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/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 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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
index d8033b0604..965560f199 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings</title>
+          <meta name="description" content="Spark NLP 5.1.3 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/ExtractiveSummarization$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ExtractiveSummarization$.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ExtractiveSummarization" />
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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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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ExtractiveSummarization" />
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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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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ReadEntityChunkEmbeddingsTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ReadEntityChunkEmbeddingsTensorflowModel.html
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadablePretrainedBertSentenceChunksModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ReadablePretrainedBertSentenceChunksModel.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/embeddings/ReadablePretrainedEntityChunkEmbeddings.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/ReadablePretrainedEntityChunkEmbeddings.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/embeddings/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/index.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings" />
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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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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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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierApproach" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierDataEncoder.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierDataEncoder.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierDataEncoder" />
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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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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/generic_classifier/GenericClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/GenericClassifierModel.html
index ac507e95a6..58d3d0016a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.GenericClassifierModel" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/generic_classifier/ReadablePretrainedGenericClassifier.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadablePretrainedGenericClassifier.html
index b2d69978f8..9df7ae9074 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.ReadablePretrainedGenericClassifier" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.ReadablePretrainedGenericClassifier" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/generic_classifier/ReadsGenericClassifierGraph.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadsGenericClassifierGraph.html
index 8514b61130..a53f7991ef 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier.ReadsGenericClassifierGraph" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier.ReadsGenericClassifierGraph" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/generic_classifier/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/index.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/ChunkMergeApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeApproach.html
index 37b325aa53..d7b4c0f507 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/ChunkMergeModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/ChunkMergeModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/ReadablePretrainedChunkMerge.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ReadablePretrainedChunkMerge.html
index 1014d4594a..f096a7f077 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/params/AvailableOrderingFeatures$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableOrderingFeatures$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures</title>
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/params/AvailableSelectionStrategies$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableSelectionStrategies$.html
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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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/params/MergeCommonParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeCommonParams.html
index a46ef8682c..9bfc6f098f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeCommonParams.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/params/MergeFeatureParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeFeatureParams.html
index 57a2b70019..ffbbda9e98 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams</title>
+          <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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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/params/MergePrioritizationParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergePrioritizationParams.html
index b2dc6daf5a..b752b90a64 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergePrioritizationParams.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/params/MergeResourceParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeResourceParams.html
index 2101450b96..bca2f17a21 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeResourceParams.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/merge/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/index.html
index 5eff96ac8d..2aeb1142a7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/index.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ner/IOBTagger$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/IOBTagger$.html
index 85cc362c43..a414f672fd 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/IOBTagger$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/IOBTagger$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.IOBTagger</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.IOBTagger</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 dbb1a4ad88..e52c5e1a7f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/IOBTagger.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.IOBTagger</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/MedicalNerApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach$.html
index 931160c796..b3906e91ab 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ner/MedicalNerApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach.html
index 9c20d5790c..479cd6f847 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ner/MedicalNerModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel$.html
index 729ff1c21c..a8020a46a1 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ner/MedicalNerModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel.html
index e4680fe56f..00a316e55d 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/NamedEntityConfidence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NamedEntityConfidence.html
index 6466d5fcda..0440e2788e 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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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 3e97d94ac8..ca8a64b6a9 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 @@
         <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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 700b4d59f3..57459bb4ac 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/NerConverterInternal.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternal.html
index c848dc545b..093b580323 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 name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/NerConverterInternalModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel$.html
index 25227b2a5f..39cecfbdf4 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 ca7a19706d..df50c6dfc9 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/NerTaggedInternal$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTaggedInternal$.html
index f776fb8197..763c954ddc 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTaggedInternal$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTaggedInternal$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/NerTagsEncodingInternal$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTagsEncodingInternal$.html
index 91e8119b40..d8439fd7a5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTagsEncodingInternal$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTagsEncodingInternal$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ner/NerTemplateRenderModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel$.html
index d6b6aeda6c..16d8b2cb8e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/NerTemplateRenderModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel.html
index 2ed4d12a5d..65fbd01038 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerTemplateRenderModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadZeroShotNerTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadZeroShotNerTensorflowModel.html
index bb72f5b6ca..f546ccfc43 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadZeroShotNerTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadZeroShotNerTensorflowModel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 d3b36e7ab5..ff15bc5f0b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedMedicalNer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedMedicalNer.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></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 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ner/ReadsMedicalNerGraph.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadsMedicalNerGraph.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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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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@@ -28,7 +28,7 @@
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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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@@ -28,7 +28,7 @@
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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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     </span>
@@ -2602,7 +2602,7 @@ <h3>Value Members</h3>
         <span class="kind">def</span>
       </span>
       <span class="symbol">
-        <span class="name">setModelIfNotSet</span><span class="params">(<span name="spark">spark: <span class="extype" name="org.apache.spark.sql.SparkSession">SparkSession</span></span>, <span name="tensorflowWrapper">tensorflowWrapper: <span class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowWrapper">TensorflowWrapper</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel">ZeroShotNerModel</a></span>
+        <span class="name">setModelIfNotSet</span><span class="params">(<span name="spark">spark: <span class="extype" name="org.apache.spark.sql.SparkSession">SparkSession</span></span>, <span name="tensorflowWrapper">tensorflowWrapper: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowWrapper">TensorflowWrapper</span>]</span>, <span name="onnxWrapper">onnxWrapper: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="com.johnsnowlabs.ml.onnx.OnnxWrapper">OnnxWrapper</span>] = <span class="symbol">None</span></span>)</span><span class="result">: <a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel">ZeroShotNerModel</a></span>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel">ZeroShotNerModel</a> → RoBertaForQuestionAnswering</dd></dl></div>
@@ -2980,6 +2980,38 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable</dd></dl></div>
+    </li><li name="com.johnsnowlabs.ml.onnx.WriteOnnxModel#writeOnnxModel" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="writeOnnxModel(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrapper:com.johnsnowlabs.ml.onnx.OnnxWrapper,suffix:String,fileName:String):Unit"></a><a id="writeOnnxModel(String,SparkSession,OnnxWrapper,String,String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/ner/ZeroShotNerModel.html#writeOnnxModel(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrapper:com.johnsnowlabs.ml.onnx.OnnxWrapper,suffix:String,fileName: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">writeOnnxModel</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 name="onnxWrapper">onnxWrapper: <span class="extype" name="com.johnsnowlabs.ml.onnx.OnnxWrapper">OnnxWrapper</span></span>, <span name="suffix">suffix: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="fileName">fileName: <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>WriteOnnxModel</dd></dl></div>
+    </li><li name="com.johnsnowlabs.ml.onnx.WriteOnnxModel#writeOnnxModels" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="writeOnnxModels(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrappersWithNames:Seq[(com.johnsnowlabs.ml.onnx.OnnxWrapper,String)],suffix:String):Unit"></a><a id="writeOnnxModels(String,SparkSession,Seq[(OnnxWrapper,String)],String):Unit"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/ner/ZeroShotNerModel.html#writeOnnxModels(path:String,spark:org.apache.spark.sql.SparkSession,onnxWrappersWithNames:Seq[(com.johnsnowlabs.ml.onnx.OnnxWrapper,String)],suffix: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">writeOnnxModels</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 name="onnxWrappersWithNames">onnxWrappersWithNames: <span class="extype" name="scala.Seq">Seq</span>[(<span class="extype" name="com.johnsnowlabs.ml.onnx.OnnxWrapper">OnnxWrapper</span>, <span class="extype" name="scala.Predef.String">String</span>)]</span>, <span name="suffix">suffix: <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>WriteOnnxModel</dd></dl></div>
     </li><li name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel#writeTensorflowHub" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="writeTensorflowHub(path:String,tfPath:String,spark:org.apache.spark.sql.SparkSession,suffix:String):Unit"></a><a id="writeTensorflowHub(String,String,SparkSession,String):Unit"></a>
       <span class="permalink">
@@ -3046,6 +3078,8 @@ <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.annotators.cl
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.HasEngine">HasEngine</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties">
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties">HasCaseSensitiveProperties</span></h3>
+            </div><div class="parent" name="com.johnsnowlabs.ml.onnx.WriteOnnxModel">
+              <h3>Inherited from <span class="extype" name="com.johnsnowlabs.ml.onnx.WriteOnnxModel">WriteOnnxModel</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel">
               <h3>Inherited from <span class="extype" name="com.johnsnowlabs.ml.tensorflow.WriteTensorflowModel">WriteTensorflowModel</span></h3>
             </div><div class="parent" name="com.johnsnowlabs.nlp.HasBatchedAnnotate">
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.ner" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner" />
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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/normalizer/DateHelper$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/DateHelper$.html
index 41dc1d6376..6837101284 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.DateHelper" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 4db9868503..32c40b4a25 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/DateNormalizer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/DateNormalizer.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/normalizer/MyCalendar.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/MyCalendar.html
index a83f2b3e44..d825bfb92c 100644
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/normalizer/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/normalizer/index.html
index b2f1712d43..43819d94c0 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer" />
+          <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" />
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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 class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/params/FilteringParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/params/FilteringParams.html
index 37a1ba9e10..29de593b0f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.params.FilteringParams" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.params.FilteringParams</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/params/SourceTrackingMetadataParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/params/SourceTrackingMetadataParams.html
index 0dc134f7ff..a6dbc59ec0 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
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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/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/params/index.html
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/GPTGenerationParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/GPTGenerationParams.html
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/qa/MedicalQuestionAnswering$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering$.html
index 2eed140b8b..162db3d4b8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/qa/MedicalQuestionAnswering.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering.html
index 2d23686a7e..0fab67990c 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/qa/NerQuestionGenerator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/NerQuestionGenerator.html
index a4227b3782..8162b0881d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/NerQuestionGenerator.html
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/qa/ReadMedicalQuestionAnsweringModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadMedicalQuestionAnsweringModel.html
index 457d5972d1..211282318e 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 @@
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html
index e8af900e30..d36c298ce6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/qa/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/index.html
index 12a9a651ca..95677091ed 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.qa" />
+          <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" />
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@@ -28,7 +28,7 @@
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       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/re/BertREConfig.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/BertREConfig.html
index 9d03f3d3e9..cadff9f2be 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/re/DLRelationInstance.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/DLRelationInstance.html
index 698bb683a0..972c209c1e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/DLRelationInstance.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/DLRelationInstance.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/re/GenericREModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/GenericREModel.html
index e36ed31edc..832e5f3e82 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/GenericREModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.GenericREModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/re/PosologyREModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/PosologyREModel.html
index 2bb6e17064..2cf577fc8c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/PosologyREModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/re/REDataEncoder.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REDataEncoder.html
index dde2781307..2382577306 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REDataEncoder.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REDataEncoder" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/re/REFeatureGenerator$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REFeatureGenerator$.html
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RENerChunksFilter$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter$.html
index 79a2c30038..9b4ee4baaf 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 5276a149e6..fdfc2c680c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RENerChunksFilter.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadRelationExtractionDLModelTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadRelationExtractionDLModelTensorflowModel.html
index b1c1d15c5a..f8284f665e 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 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadZeroShotRelationExtractionModel.html
index a9e90e6490..cea4b6459e 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadablePretrainedRelationExtractionDLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedRelationExtractionDLModel.html
index 306cfde8d8..5a2caa5e7c 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/ReadablePretrainedZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedZeroShotRelationExtractionModel.html
index 5f1ce65afa..fb35a7db0f 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RelationDirection$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationDirection$.html
index 5805f05866..580a6ff2c7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationDirection$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationDirection$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationDirection</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RelationEncoding.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationEncoding.html
index bd04fade0d..23d0983605 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationEncoding.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationEncoding.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationEncoding</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationEncoding</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RelationExtractionApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach$.html
index d61694d73a..8eb63e8ead 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RelationExtractionApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach.html
index d861737ed2..aaf5539c08 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/RelationExtractionDLModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel$.html
index c51de84039..9d7d2b2076 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationInstance" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationInstance</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationInstance" />
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel</title>
+          <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" />
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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 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel</title>
+          <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" />
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+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -869,7 +869,7 @@ <h3>Value Members</h3>
       
       <p class="shortcomment cmt">Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.</p><div class="fullcomment"><div class="comment cmt"><p>Instead of 1 class per sentence (if inputCols is <b>sentence</b>) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: false)
 </p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#configProtoBytes" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="param">
       <a id="configProtoBytes:org.apache.spark.ml.param.IntArrayParam"></a><a id="configProtoBytes:IntArrayParam"></a>
@@ -2413,10 +2413,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasBatchedAnnotate</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
-      <a id="setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type"></a><a id="setCaseSensitive(Boolean):ZeroShotRelationExtractionModel.this.type"></a>
+    </li><li name="com.johnsnowlabs.nlp.HasCaseSensitiveProperties#setCaseSensitive" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type"></a><a id="setCaseSensitive(Boolean):ZeroShotRelationExtractionModel.this.type"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel.html#setCaseSensitive(value:Boolean):MedicalBertForSequenceClassification.this.type" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel.html#setCaseSensitive(value:Boolean):HasCaseSensitiveProperties.this.type" title="Permalink">
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@@ -2428,9 +2428,7 @@ <h3>Value Members</h3>
         <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.re.ZeroShotRelationExtractionModel">ZeroShotRelationExtractionModel</a>.this.type</span>
       </span>
       
-      <p class="shortcomment cmt">Whether to lowercase tokens or not
-</p><div class="fullcomment"><div class="comment cmt"><p>Whether to lowercase tokens or not
-</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="../classification/MedicalBertForSequenceClassification.html" class="extype" name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification">MedicalBertForSequenceClassification</a> → HasCaseSensitiveProperties</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>HasCaseSensitiveProperties</dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification#setCoalesceSentences" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="setParam">
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.re" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.re" />
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ConfidenceFunction</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ConfidenceFunction" />
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.DistanceFunction</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.DistanceFunction" />
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-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.DistanceResult" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.DistanceResult" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.DistanceResult</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.DistanceResult" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.DistanceResult" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/JDataReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JDataReader.html
index b32f227c66..74cb32c540 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JDataReader.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JDataReader</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JDataReader" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JDataReader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JDataReader</title>
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/JTreeComponent.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeComponent.html
index b93f6f9660..efc857daad 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeComponent.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/JTreeData.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeData.html
index d4e1c1854a..21cc670a2c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeData.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeData</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeData" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeData</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeData" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeData" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/JTreeReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeReader.html
index 4a2ff69a89..110b96a5d9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeReader.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeReader</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeReader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeReader</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeReader" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeReader" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/JTreeWriter.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeWriter.html
index 29d668a2df..79010c93a4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeWriter.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/PoolingStrategy$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/PoolingStrategy$.html
index fa9cf71c11..32a5b65ba9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/PoolingStrategy$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ReadablePretrainedSentenceEntityResolver.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ReadablePretrainedSentenceEntityResolver.html
index 99dd591c64..4e8fe48ce2 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ReadablePretrainedSentenceEntityResolver.html
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/Resolution2Chunk$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/Resolution2Chunk$.html
index c116d24f44..67bb049366 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/Resolution2Chunk.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/Resolution2Chunk.html
index 9b63bf5000..cfbae9eea7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/Resolution2Chunk.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk</title>
+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ResolverMerger$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger$.html
index f3df231485..0771018544 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/ResolverMerger.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger.html
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--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/SentenceEntityResolverApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverApproach.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverApproach" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/SentenceEntityResolverModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverModel$.html
index 3b1579f930..db40d163d3 100644
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+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/SentenceEntityResolverModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverModel.html
index ffafe77f23..5f074fcf8a 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/TreeData.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/TreeData.html
index 71e7e71fc8..f27eba4fa3 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.TreeData" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/index.html
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/params/ResolverParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/params/ResolverParams.html
index 626bec2a78..ac9e06e975 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.params.ResolverParams" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/params/SentenceResolverParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/params/SentenceResolverParams.html
index 49cd5a625c..6babec91f1 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.params.SentenceResolverParams" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/params/index.html
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.params</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.params" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/StringFunctions.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StringFunctions.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.util.StringFunctions" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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$BoolToOption.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StructFeature_HadoopFix$BoolToOption.html
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.util.StructFeature_HadoopFix.BoolToOption</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.util.StructFeature HadoopFix.BoolToOption" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.util.StructFeature_HadoopFix.ToLocalPath</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.util.StructFeature HadoopFix.ToLocalPath" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/StructFeature_HadoopFix.html
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/util/index.html
index 6576fc8e0b..e8c96045dc 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.util</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.util" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.util" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.util</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.util" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.util" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/MedicalEncoderDecoder$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalEncoderDecoder$.html
index 793ba37b32..6d745ae39e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalEncoderDecoder$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/MedicalEncoderDecoder.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalEncoderDecoder.html
index e53f474ae5..8136982072 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalEncoderDecoder.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/MedicalSummarizer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer$.html
index 6d582b30e1..5dfe383168 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
+          <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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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/MedicalSummarizer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer.html
index a23e287d0d..db86666c9f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalSummarizer.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
+          <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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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/MedicalTextGenerator$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator$.html
index 41c8e7a2e3..eac3c94f2b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <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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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/MedicalTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator.html
index bd26bc2989..8524377d29 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/MedicalTextGenerator.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <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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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/ModelTypes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ModelTypes$.html
index 1d40c3a39f..284c41e8c5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ModelTypes$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/ReadMedicalEncoderDecoderModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalEncoderDecoderModel.html
index 5f7f4ef7a1..fa9ee38460 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalEncoderDecoderModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel</title>
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/ReadMedicalMedicalTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalMedicalTextGenerator.html
index f901bfe6e7..a56043b428 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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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/ReadMedicalText2SQLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalText2SQLModel.html
index 30ab26564f..c475e7df09 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalText2SQLModel.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/ReadablePretrainedMedicalSummarizerModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalSummarizerModel.html
index 9663e44fd4..a027d030ee 100644
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@@ -28,7 +28,7 @@
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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 3a3926eabf..239d112e9a 100644
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator" />
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@@ -28,7 +28,7 @@
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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
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel" />
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@@ -28,7 +28,7 @@
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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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
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+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/Text2SQL.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/Text2SQL.html
index 621d1a6a16..c000deab9f 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL</title>
+          <meta name="description" content="Spark NLP 5.1.3 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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/seq2seq/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/tokenizer/BioGPTTokenizer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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@@ -305,10 +305,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.bpe.BpeTokenizer#addPrefixSpace" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
-      <a id="addPrefixSpace:Boolean"></a>
+    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.bpe.BpeTokenizer#addPrefixSpaceToSentence" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="addPrefixSpaceToSentence:Boolean"></a>
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-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#addPrefixSpace:Boolean" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#addPrefixSpaceToSentence:Boolean" title="Permalink">
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@@ -317,14 +317,14 @@ <h3>Value Members</h3>
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       <span class="symbol">
-        <span class="name">addPrefixSpace</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+        <span class="name">addPrefixSpaceToSentence</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
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       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>BpeTokenizer</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer#appendForPieceId" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
-      <a id="appendForPieceId:Option[String]"></a>
+    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.bpe.BpeTokenizer#alwaysAddPrefix" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="alwaysAddPrefix:Boolean"></a>
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-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#appendForPieceId:Option[String]" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#alwaysAddPrefix:Boolean" title="Permalink">
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@@ -333,10 +333,10 @@ <h3>Value Members</h3>
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-      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer">BioGPTTokenizer</a> → BpeTokenizer</dd></dl></div>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>BpeTokenizer</dd></dl></div>
     </li><li name="scala.Any#asInstanceOf" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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@@ -763,10 +763,10 @@ <h3>Value Members</h3>
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-    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.bpe.BpeTokenizer#padWithSentenceTokens" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
-      <a id="padWithSentenceTokens:Boolean"></a>
+    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.bpe.BpeTokenizer#padWithSequenceTokens" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="padWithSequenceTokens:Boolean"></a>
       <span class="permalink">
-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#padWithSentenceTokens:Boolean" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#padWithSequenceTokens:Boolean" title="Permalink">
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@@ -775,7 +775,7 @@ <h3>Value Members</h3>
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       </span>
       <span class="symbol">
-        <span class="name">padWithSentenceTokens</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+        <span class="name">padWithSequenceTokens</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>BpeTokenizer</dd></dl></div>
@@ -811,10 +811,10 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Gpt2Tokenizer → BpeTokenizer</dd></dl></div>
-    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.bpe.Gpt2Tokenizer#prependForPieceId" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
-      <a id="prependForPieceId:Option[String]"></a>
+    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.bpe.Gpt2Tokenizer#prefixForPieceId" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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-      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#prependForPieceId:Option[String]" title="Permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#prefixForPieceId:Option[String]" title="Permalink">
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@@ -823,7 +823,7 @@ <h3>Value Members</h3>
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       <span class="symbol">
-        <span class="name">prependForPieceId</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+        <span class="name">prefixForPieceId</span><span class="result">: <span class="extype" name="scala.Option">Option</span>[<span class="extype" name="scala.Predef.String">String</span>]</span>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Gpt2Tokenizer → BpeTokenizer</dd></dl></div>
@@ -891,6 +891,22 @@ <h3>Value Members</h3>
       </span>
       
       <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Gpt2Tokenizer</dd></dl></div>
+    </li><li name="com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer#suffixForPieceId" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="suffixForPieceId:Option[String]"></a>
+      <span class="permalink">
+      <a href="../../../../../com/johnsnowlabs/nlp/annotators/tokenizer/BioGPTTokenizer.html#suffixForPieceId:Option[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">suffixForPieceId</span><span class="result">: <span class="extype" name="scala.Option">Option</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.tokenizer.BioGPTTokenizer">BioGPTTokenizer</a> → BpeTokenizer</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>
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/windowed/WindowedSentenceModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel$.html
index ad087447b9..ecf69f178f 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/windowed/WindowedSentenceModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/WindowedSentenceModel.html
index d828e37795..ef8c76d214 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 name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/windowed/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/index.html
index 37f1cf8c4c..0eebde0f9c 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 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/windowed/params/WindowedParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/WindowedParams.html
index 8faebddc7d..37505280cd 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 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/windowed/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/index.html
index c32b35e8e9..df0b70ddaa 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/index.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/BaseChunk.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseChunk.html
index 4bb1892875..a61b12e340 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseChunk.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseChunk</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseChunk" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.BaseChunk" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/BaseToken.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseToken.html
index 2f2b2596f7..224cd83ba3 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseToken.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseToken</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseToken" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.BaseToken" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/EvaluationMetrics$TpFnFp.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics$TpFnFp.html
index db5dcbf083..2aaa2a89c6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics$TpFnFp.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/EvaluationMetrics.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics.html
index 9affc0087b..41abcddf4f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/EvaluationModes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationModes$.html
index 3070c3d3be..056444ab96 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationModes$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationModes</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationModes" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationModes" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/HasBeginEnd.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/HasBeginEnd.html
index 0357cde78f..989550f7e0 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/HasBeginEnd.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/HasBeginEnd.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.HasBeginEnd</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.HasBeginEnd" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.HasBeginEnd" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/POSEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/POSEvaluation.html
index 57199d1c4e..56c89e1e1c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/POSEvaluation.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/POSEvaluation.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.POSEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.POSEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.POSEvaluation" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/index.html
index 80e72dc20a..99dd2b05a6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/ner/NerCrfEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerCrfEvaluation.html
index f561064a9b..120e47d6ed 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerCrfEvaluation.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerCrfEvaluation.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/ner/NerDLEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLEvaluation.html
index 3c676cc0bd..a3aea6798d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLEvaluation.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLEvaluation.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/ner/NerDLMetrics.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLMetrics.html
index da28c18111..47c6f727c0 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLMetrics.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/NerDLMetrics.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/ner/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/index.html
index f08ead10a0..cdc777fe2e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/ner/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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.ner" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.ner" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/resolution/EvalEntityResolver.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/EvalEntityResolver.html
index 79fdfc0132..63d37fe117 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/EvalEntityResolver.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/resolution/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/index.html
index f2a6287016..13d251e1e4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.resolution" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/spell/NorvigSpellEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/NorvigSpellEvaluation.html
index e255c9fc62..0ff52d4fa9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/NorvigSpellEvaluation.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/NorvigSpellEvaluation.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/spell/SymSpellEvaluation.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/SymSpellEvaluation.html
index 27e37c40d4..72e6a03408 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/SymSpellEvaluation.html
+++ 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/spell/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/index.html
index 8e44499a61..10fa50a9ae 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.spell" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.spell" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/util/GoldTokenizer.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/GoldTokenizer.html
index bb9646e043..f2f70617ec 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/GoldTokenizer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/GoldTokenizer.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.GoldTokenizer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.util.GoldTokenizer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.util.GoldTokenizer" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/util/LoggingData.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/LoggingData.html
index 293877130a..808561709c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/LoggingData.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/LoggingData.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.LoggingData</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.eval.util.LoggingData" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.util.LoggingData" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/eval/util/TagsMetrics$.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/TagsMetrics$.html
index 43c2885842..7e08840a32 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.util.TagsMetrics" />
+          <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" />
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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/eval/util/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/index.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.util</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.util" />
+          <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" />
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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/eval/utils$.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/utils$.html
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.eval.utils</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.eval.utils" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/jsl/AnnotatorType$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/AnnotatorType$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.jsl.AnnotatorType" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.jsl.AnnotatorType</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.jsl.AnnotatorType" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.AnnotatorType" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/jsl/HCC$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/HCC$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.jsl.HCC" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.jsl.HCC</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.jsl.HCC" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.HCC" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/jsl/PythonRiskAdjustmentUtil$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/PythonRiskAdjustmentUtil$.html
index 80c6660412..d1e3322806 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.jsl.PythonRiskAdjustmentUtil" />
+          <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" />
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/jsl/RiskAdjustmentUtil$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/RiskAdjustmentUtil$.html
index cc0bece428..c732c32f30 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.jsl.RiskAdjustmentUtil" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.jsl.RiskAdjustmentUtil</title>
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/jsl/SparkNLP$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/SparkNLP$.html
index 046c5ec41c..c7fc6c5b52 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.jsl.SparkNLP" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.jsl.SparkNLP</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.jsl.SparkNLP" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.jsl.SparkNLP" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/jsl/functions$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/functions$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.jsl.functions" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/jsl/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.jsl" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/param/CustomLabels$.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/CustomLabels$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
+          <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" />
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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/param/CustomLabels.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/CustomLabels.html
index 28828f1cac..1e07fd21d2 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
+          <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" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/param/DictionaryParam.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/DictionaryParam.html
index e2a5f0d05e..df31a968dd 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.param.DictionaryParam</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.DictionaryParam" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param.DictionaryParam</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param.DictionaryParam" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param.DictionaryParam" />
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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>
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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 e4d1c60930..56db1fc78b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/param/EntityWeights.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/EntityWeights.html
index 422ca986f2..00dff0ad71 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.param.EntityWeights</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/param/RelationalCategories$.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/RelationalCategories$.html
index b86477ec9f..b5e36908e7 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/param/RelationalCategories.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/RelationalCategories.html
index a48a024d4d..1efc74d70c 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <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" />
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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/param/SerializedDictionaryParam.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/SerializedDictionaryParam.html
index 5631085308..7040f35b5c 100644
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.param.SerializedDictionaryParam</title>
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.SerializedDictionaryParam" />
+          <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" />
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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 class="close-results"><span class="left">&lt;</span> Back</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 8d1d0225b1..35042e9b6b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
+          <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" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/param/TargetEntities.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities.html
index d3234494c7..18c759622a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
+          <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" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/param/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.param" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.param</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.param" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.param" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/pretrained/InternalResourceDownloader$.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalResourceDownloader$.html
index a98852b3ef..66aa7f4f88 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/pretrained/InternalsPythonResourceDownloader$.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsPythonResourceDownloader$.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/pretrained/InternalsS3ResourceDownloader.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsS3ResourceDownloader.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/pretrained/ThreadSafeDownloader.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/ThreadSafeDownloader.html
index 66b2c7915c..e0e4998738 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/ThreadSafeDownloader.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/ThreadSafeDownloader.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader</title>
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/pretrained/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/index.html
index f805d83a55..1ca1f2129e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.pretrained</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.pretrained" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.pretrained" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/training/AnnotationDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationDefinition.html
index 72bba09685..155f60d2ae 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationDefinition.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationDefinition.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationDefinition" />
+          <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" />
           <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 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/training/AnnotationToolJsonReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationToolJsonReader.html
index 5087991016..2d6c380d24 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationToolJsonReader.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationToolJsonReader.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 470ed54761..10817a938e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValue.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValue.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValue</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValue" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValue" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/AnnotationValueChoices.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueChoices.html
index 7da6e3ef87..f837f009d5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueChoices.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueChoices.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueChoices</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueChoices</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/AnnotationValueLabel.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueLabel.html
index 28289679b8..570fd44f4f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueLabel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueLabel.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueLabel</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueLabel</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/training/AugmentationModes$.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AugmentationModes$.html
index 93c4290dba..5879d67198 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/AugmentationModes$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/AugmentationModes$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.AugmentationModes</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.AugmentationModes" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.AugmentationModes" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.nlp.training.AugmentationModes</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.AugmentationModes" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.nlp.training.AugmentationModes" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/CantemistReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CantemistReader.html
index 721e19a989..39bcebc018 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/training/CantemistReader.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/training/CantemistReader.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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.CantemistReader</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.CantemistReader" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.CantemistReader" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/CasingFunctions$.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CasingFunctions$.html
index 0ee374c1e2..1a03ba5085 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.CasingFunctions</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.CasingFunctions" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.CasingFunctions" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/training/CodiEspReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CodiEspReader.html
index d5a0b66e94..2a2352c8c1 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 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.CodiEspReader</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.CodiEspReader" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.CodiEspReader" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <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/training/CompletionDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CompletionDefinition.html
index 2b0bf3d40a..16a00a3057 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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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.nlp.training.CompletionDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.nlp.training.CompletionDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.CompletionDefinition" />
+          <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" />
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@@ -28,7 +28,7 @@
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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 c8bf5e443e..d409972698 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.CreatorPipeline" />
+          <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" />
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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 0f98bb6d6d..e2b55bf955 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.NerAnnotationDefinition" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.NerAnnotationDefinition" />
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@@ -28,7 +28,7 @@
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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 1cd4d90aec..9024ad1238 100644
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.RelAnnotationDefinition" />
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@@ -28,7 +28,7 @@
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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
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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 7901db42d9..dd254045d2 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training.SynonymSources" />
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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
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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 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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+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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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 5.1.3 ScalaDoc - com.johnsnowlabs.nlp.training.UDFHelper" />
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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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.nlp.training" />
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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="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.storage.JSLDatabase" />
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.storage</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.storage" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.Compatibility" />
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.HadoopOperations</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.HadoopOperations" />
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+          <div id="progress-fill"></div>
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+          <div id="member-results"></div>
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+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html#!=(x$1:Any):Boolean" title="Permalink">
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+    </li><li name="scala.AnyRef#==" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+      <span class="symbol">
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+      </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>
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+      <span class="symbol">
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+      </span>
+      
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+      <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>
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+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
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+      <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>
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+    </li><li name="scala.AnyRef#finalize" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
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+      <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>
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+      </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>
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+      
+      <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.util.InternalConfigHelper#getConfigStringValue" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="getConfigStringValue(property:String):String"></a><a id="getConfigStringValue(String):String"></a>
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+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getConfigStringValue</span><span class="params">(<span name="property">property: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      
+    </li><li name="scala.AnyRef#hashCode" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hashCode():Int"></a>
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+      <span class="modifier_kind">
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+        <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>
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+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html#isInstanceOf[T0]:Boolean" title="Permalink">
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+      <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="scala.AnyRef#ne" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="ne(x$1:AnyRef):Boolean"></a><a id="ne(AnyRef):Boolean"></a>
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+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html#ne(x$1:AnyRef):Boolean" title="Permalink">
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+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">ne</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notify" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notify():Unit"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html#notify():Unit" title="Permalink">
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+      <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/util/InternalConfigHelper$.html#notifyAll():Unit" title="Permalink">
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+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notifyAll</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@native</span><span class="args">()</span>
+              
+        </dd></dl></div>
+    </li><li name="com.johnsnowlabs.util.InternalConfigHelper#numberGenerationAlgorithm" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="numberGenerationAlgorithm:String"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html#numberGenerationAlgorithm: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">numberGenerationAlgorithm</span><span class="result">: <span class="extype" name="scala.Predef.String">String</span></span>
+      </span>
+      
+      
+    </li><li name="scala.AnyRef#synchronized" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="synchronized[T0](x$1:=&gt;T0):T0"></a><a id="synchronized[T0](⇒T0):T0"></a>
+      <span class="permalink">
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+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">synchronized</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="params">(<span name="arg0">arg0: ⇒ <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>)</span><span class="result">: <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>
+      </span>
+      
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#toString" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="toString():String"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.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="java.lang.String">String</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#wait" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait():Unit"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html#wait():Unit" title="Permalink">
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+    </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$2:Int):Unit"></a><a id="wait(Long,Int):Unit"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html#wait(x$1:Long,x$2:Int):Unit" title="Permalink">
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+    </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$1:Long):Unit"></a><a id="wait(Long):Unit"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html#wait(x$1:Long):Unit" title="Permalink">
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+      <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>
+              </ol>
+            </div>
+
+        
+
+        
+        </div>
+
+        <div id="inheritedMembers">
+        <div class="parent" name="scala.AnyRef">
+              <h3>Inherited from <span class="extype" name="scala.AnyRef">AnyRef</span></h3>
+            </div><div class="parent" name="scala.Any">
+              <h3>Inherited from <span class="extype" name="scala.Any">Any</span></h3>
+            </div>
+        
+        </div>
+
+        <div id="groupedMembers">
+        <div class="group" name="Ungrouped">
+              <h3>Ungrouped</h3>
+              
+            </div>
+        </div>
+
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+
+      <div id="tooltip"></div>
+
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/InternalS3ResourceDownloader.html b/docs/licensed/api/com/johnsnowlabs/util/InternalS3ResourceDownloader.html
index 0d2d7a7376..5cdcc8034f 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/util/InternalS3ResourceDownloader.html
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.InternalS3ResourceDownloader" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.InternalS3ResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.InternalS3ResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.InternalS3ResourceDownloader" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
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           <span class="input">
@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
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+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
                         <a class="class" href="" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/util/JSLBuild$.html b/docs/licensed/api/com/johnsnowlabs/util/JSLBuild$.html
index 6bf465db2c..7286392068 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/JSLBuild$.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/JSLBuild$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.util.JSLBuild</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.JSLBuild" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.JSLBuild" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.JSLBuild</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.JSLBuild" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.JSLBuild" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
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+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/LibrarySettings$.html b/docs/licensed/api/com/johnsnowlabs/util/LibrarySettings$.html
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--- a/docs/licensed/api/com/johnsnowlabs/util/LibrarySettings$.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/LibrarySettings$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.LibrarySettings</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.LibrarySettings" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.LibrarySettings" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.LibrarySettings</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.LibrarySettings" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.LibrarySettings" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
                         <a href="HashUtil$.html" title="">HashUtil</a>
+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
                         <a class="class" href="InternalS3ResourceDownloader.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/util/ModelTracer$.html b/docs/licensed/api/com/johnsnowlabs/util/ModelTracer$.html
index eb9164ad9a..0633b4c2e4 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/ModelTracer$.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/ModelTracer$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.util.ModelTracer</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.ModelTracer" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.ModelTracer" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.ModelTracer</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.ModelTracer" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.ModelTracer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
                         <a href="HashUtil$.html" title="">HashUtil</a>
+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
                         <a class="class" href="InternalS3ResourceDownloader.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/util/PythonUpdateModels$.html b/docs/licensed/api/com/johnsnowlabs/util/PythonUpdateModels$.html
index a40bd65cc2..26d85c8098 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/PythonUpdateModels$.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/PythonUpdateModels$.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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.PythonUpdateModels</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.PythonUpdateModels" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.PythonUpdateModels" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.PythonUpdateModels</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.PythonUpdateModels" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.PythonUpdateModels" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
                         <a href="HashUtil$.html" title="">HashUtil</a>
+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
                         <a class="class" href="InternalS3ResourceDownloader.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/util/ResourceMetadataFolder.html b/docs/licensed/api/com/johnsnowlabs/util/ResourceMetadataFolder.html
index 81b9a5fa93..3b6f4a163a 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/util/ResourceMetadataFolder.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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.ResourceMetadataFolder</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.ResourceMetadataFolder" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.ResourceMetadataFolder" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.ResourceMetadataFolder</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.ResourceMetadataFolder" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.ResourceMetadataFolder" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
                         <a href="HashUtil$.html" title="">HashUtil</a>
+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
                         <a class="class" href="InternalS3ResourceDownloader.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/util/UpdateModels$.html b/docs/licensed/api/com/johnsnowlabs/util/UpdateModels$.html
index 827224be9c..031b938c0a 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.util.UpdateModels</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.UpdateModels" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.UpdateModels" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.UpdateModels</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.UpdateModels" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.UpdateModels" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
                         <a href="HashUtil$.html" title="">HashUtil</a>
+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
                         <a class="class" href="InternalS3ResourceDownloader.html" title=""></a>
diff --git a/docs/licensed/api/com/johnsnowlabs/util/WithStart.html b/docs/licensed/api/com/johnsnowlabs/util/WithStart.html
index d4d358037d..32a29e11ef 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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.WithStart</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.WithStart" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.WithStart" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.WithStart</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.WithStart" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.WithStart" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
                         <a href="HashUtil$.html" title="">HashUtil</a>
+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
                         <a class="class" href="InternalS3ResourceDownloader.html" title=""></a>
@@ -649,6 +653,22 @@ <h3>Value Members</h3>
       </span>
       
       
+    </li><li name="com.johnsnowlabs.util.WithStart#setLocaleLanguageEN" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
+      <a id="setLocaleLanguageEN():Unit"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/WithStart.html#setLocaleLanguageEN():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">setLocaleLanguageEN</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
+      
     </li><li name="com.johnsnowlabs.util.WithStart#sizeRegex" visbl="pub" class="indented0 " data-isabs="false" fullComment="no" group="Ungrouped">
       <a id="sizeRegex:String"></a>
       <span class="permalink">
diff --git a/docs/licensed/api/com/johnsnowlabs/util/index.html b/docs/licensed/api/com/johnsnowlabs/util/index.html
index e150487dcc..77808877fd 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.2 ScalaDoc  - com.johnsnowlabs.util</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -257,6 +257,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
                         <a href="HashUtil$.html" title="">HashUtil</a>
+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
                       </li><li class="current-entities indented3">
                         <span class="separator"></span>
                         <a class="class" href="InternalS3ResourceDownloader.html" title=""></a>
@@ -460,6 +464,22 @@ <h3>Value Members</h3>
       </span>
       
       
+    </li><li name="com.johnsnowlabs.util.InternalConfigHelper" visbl="prt" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="InternalConfigHelper"></a><a id="InternalConfigHelper:InternalConfigHelper"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/InternalConfigHelper$.html" title="Permalink">
+        <i class="material-icons"></i>
+      </a>
+    </span>
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">object</span>
+      </span>
+      <span class="symbol">
+        <a title="" href="InternalConfigHelper$.html"><span class="name">InternalConfigHelper</span></a>
+      </span>
+      
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/start$.html b/docs/licensed/api/com/johnsnowlabs/util/start$.html
index 419eb46569..9873180afe 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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.start</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.start" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.start" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.start</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.start" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.start" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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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@@ -161,6 +161,10 @@ <h1>Packages</h1>
                         <span class="separator"></span>
                         <a class="object" href="HashUtil$.html" title=""></a>
                         <a href="HashUtil$.html" title="">HashUtil</a>
+                      </li><li class="current-entities indented3">
+                        <span class="separator"></span>
+                        <a class="object" href="InternalConfigHelper$.html" title=""></a>
+                        <a href="InternalConfigHelper$.html" title="">InternalConfigHelper</a>
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         <span class="name">registerListenerAndStartRefresh</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><a href="WithStart.html" class="extype" name="com.johnsnowlabs.util.WithStart">WithStart</a></dd></dl></div>
+    </li><li name="com.johnsnowlabs.util.WithStart#setLocaleLanguageEN" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="setLocaleLanguageEN():Unit"></a>
+      <span class="permalink">
+      <a href="../../../com/johnsnowlabs/util/start$.html#setLocaleLanguageEN():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">setLocaleLanguageEN</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      
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@@ -28,7 +28,7 @@
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+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.strings.Metaphone3</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.strings.Metaphone3" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/strings/Metaphone3Keyer.html b/docs/licensed/api/com/johnsnowlabs/util/strings/Metaphone3Keyer.html
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.strings.Metaphone3Keyer" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/strings/NGramFingerprintKeyer.html b/docs/licensed/api/com/johnsnowlabs/util/strings/NGramFingerprintKeyer.html
index 6cd6849f3f..07573ee73b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.strings.NGramFingerprintKeyer" />
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+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.strings.NGramFingerprintKeyer" />
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@@ -28,7 +28,7 @@
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@@ -28,7 +28,7 @@
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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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/util/wmd4j/WordMovers.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/WordMovers.html
index 1a434f1251..b4cb3259e4 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/wmd4j/WordMovers.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/WordMovers.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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.wmd4j.WordMovers</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.wmd4j.WordMovers" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.wmd4j.WordMovers" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.wmd4j.WordMovers</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.wmd4j.WordMovers" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.wmd4j.WordMovers" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/util/wmd4j/WordVectors.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/WordVectors.html
index 288ce55982..2cd60fd024 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/wmd4j/WordVectors.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/WordVectors.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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.wmd4j.WordVectors</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.wmd4j.WordVectors" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.wmd4j.WordVectors" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.wmd4j.WordVectors</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.wmd4j.WordVectors" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.wmd4j.WordVectors" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/util/wmd4j/emd/EarthMovers.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/emd/EarthMovers.html
index 4bc137c37f..4bf34788db 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/wmd4j/emd/EarthMovers.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/emd/EarthMovers.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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.wmd4j.emd.EarthMovers</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.wmd4j.emd.EarthMovers" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.wmd4j.emd.EarthMovers" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.wmd4j.emd.EarthMovers</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.wmd4j.emd.EarthMovers" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.wmd4j.emd.EarthMovers" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/util/wmd4j/emd/index.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/emd/index.html
index 0e246cad6c..93dcd2b112 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/wmd4j/emd/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/emd/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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.wmd4j.emd</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.wmd4j.emd" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.wmd4j.emd" />
+          <title>Spark NLP 5.1.3 ScalaDoc  - com.johnsnowlabs.util.wmd4j.emd</title>
+          <meta name="description" content="Spark NLP 5.1.3 ScalaDoc - com.johnsnowlabs.util.wmd4j.emd" />
+          <meta name="keywords" content="Spark NLP 5.1.3 ScalaDoc com.johnsnowlabs.util.wmd4j.emd" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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/util/wmd4j/index.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/index.html
index 7c4eb41cfc..a720a7a736 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/wmd4j/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/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 5.1.2 ScalaDoc  - com.johnsnowlabs.util.wmd4j</title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc - com.johnsnowlabs.util.wmd4j" />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc com.johnsnowlabs.util.wmd4j" />
+          <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" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 df402c5e0d..188b103719 100644
--- a/docs/licensed/api/index.html
+++ b/docs/licensed/api/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 5.1.2 ScalaDoc </title>
-          <meta name="description" content="Spark NLP 5.1.2 ScalaDoc " />
-          <meta name="keywords" content="Spark NLP 5.1.2 ScalaDoc " />
+          <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 " />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.2 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.3 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 24fb99279b..8d052863e1 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" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getMlFrameworkType", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getMlFrameworkType:String", "kind" : "def"}, {"label" : "setMlFrameworkType", "tail" : "(value: String): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setMlFrameworkType", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setMlFrameworkType(value:String):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "mlFrameworkType", "tail" : ": Param[String]", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.mlFrameworkType", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#mlFrameworkType:org.apache.spark.ml.param.Param[String]", "kind" : "val"}, {"label" : "getRefineMaxAttempts", "tail" : "(): Int", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getRefineMaxAttempts", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getRefineMaxAttempts:Int", "kind" : "def"}, {"label" : "setRefineMaxAttempts", "tail" : "(value: Int): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setRefineMaxAttempts", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setRefineMaxAttempts(value:Int):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getRefineChunkSize", "tail" : "(): Int", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getRefineChunkSize", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getRefineChunkSize:Int", "kind" : "def"}, {"label" : "setRefineChunkSize", "tail" : "(value: Int): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setRefineChunkSize", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setRefineChunkSize(value:Int):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getRefineSummaryTargetLength", "tail" : "(): Int", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getRefineSummaryTargetLength", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getRefineSummaryTargetLength:Int", "kind" : "def"}, {"label" : "setRefineSummaryTargetLength", "tail" : "(value: Int): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setRefineSummaryTargetLength", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setRefineSummaryTargetLength(value:Int):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getRefineSummary", "tail" : "(): Boolean", "member" : "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: SentencePieceWrapper): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setModelIfNotSet", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setModelIfNotSet(spark:org.apache.spark.sql.SparkSession,encoder:com.johnsnowlabs.ml.onnx.OnnxWrapper,decoder:com.johnsnowlabs.ml.onnx.OnnxWrapper,spp:com.johnsnowlabs.ml.tensorflow.sentencepiece.SentencePieceWrapper):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "setModelIfNotSet", "tail" : "(spark: SparkSession, tfWrapper: TensorflowWrapper, spp: SentencePieceWrapper, useCache: Boolean): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setModelIfNotSet", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setModelIfNotSet(spark:org.apache.spark.sql.SparkSession,tfWrapper:com.johnsnowlabs.ml.tensorflow.TensorflowWrapper,spp:com.johnsnowlabs.ml.tensorflow.sentencepiece.SentencePieceWrapper,useCache:Boolean):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getStopAtEos", "tail" : "(): Boolean", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.getStopAtEos", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#getStopAtEos:Boolean", "kind" : "def"}, {"label" : "setStopAtEos", "tail" : "(value: Boolean): LegalEncoderDecoder.this.type", "member" : "com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder.setStopAtEos", "link" : "com\/johnsnowlabs\/legal\/sequence_generation\/LegalEncoderDecoder.html#setStopAtEos(value:Boolean):MedicalEncoderDecoder.this.type", "kind" : "def"}, {"label" : "getSignatures", "tail" : "(): Option[Map[String, String]]", "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" : 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\ No newline at end of file
diff --git a/docs/licensed/api/python/genindex.html b/docs/licensed/api/python/genindex.html
index 2a61e282ee..e75dddfbd8 100644
--- a/docs/licensed/api/python/genindex.html
+++ b/docs/licensed/api/python/genindex.html
@@ -1038,6 +1038,8 @@ <h2 id="D">D</h2>
       <li><a href="reference/autosummary/sparknlp_jsl/pretrained/index.html#sparknlp_jsl.pretrained.InternalResourceDownloader.downloadModel">downloadModel() (InternalResourceDownloader static method)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/pretrained/index.html#sparknlp_jsl.pretrained.InternalResourceDownloader.downloadModelDirectly">downloadModelDirectly() (InternalResourceDownloader static method)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html#sparknlp_jsl.utils.ocr_utils.draw_boxes_on_image_handwritten_region">draw_boxes_on_image_handwritten_region() (in module sparknlp_jsl.utils.ocr_utils)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/resolution/sentence_entity_resolver/index.html#sparknlp_jsl.annotator.resolution.sentence_entity_resolver.SentenceEntityResolverApproach.dropCodesList">dropCodesList (SentenceEntityResolverApproach attribute)</a>
 </li>
@@ -1386,6 +1388,8 @@ <h2 id="G">G</h2>
       <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.get_from_batch">get_from_batch() (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.get_from_batch">[1]</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel.BaseTFModel.get_graph">get_graph() (BaseTFModel method)</a>, <a href="reference/autosummary/sparknlp_jsl/_tf_graph_builders_1x/generic_classifier/basetfmodel/index.html#sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel.BaseTFModel.get_graph">[1]</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html#sparknlp_jsl.utils.ocr_utils.get_handwritten_regions">get_handwritten_regions() (in module sparknlp_jsl.utils.ocr_utils)</a>
 </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.get_header">get_header() (InteractiveFix method)</a>
 </li>
@@ -1575,6 +1579,12 @@ <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>
+      </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>
@@ -3500,6 +3510,8 @@ <h2 id="P">P</h2>
       </ul></li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html#sparknlp_jsl.utils.ocr_utils.pretrained_model">pretrained_model (in module sparknlp_jsl.utils.ocr_utils)</a>
+</li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/ner/medical_ner/index.html#sparknlp_jsl.annotator.ner.medical_ner.MedicalNerApproach.pretrainedModelPath">pretrainedModelPath (MedicalNerApproach attribute)</a>
 
       <ul>
@@ -4944,6 +4956,12 @@ <h2 id="S">S</h2>
 
       <ul>
         <li><a href="reference/autosummary/sparknlp_jsl/annotator/deid/deIdentification/index.html#sparknlp_jsl.annotator.deid.deIdentification.DeIdentificationModel.setUseShifDays">(DeIdentificationModel 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>
       </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>
@@ -6643,6 +6661,8 @@ <h2 id="S">S</h2>
 </li>
       </ul></li>
       <li><a href="reference/autosummary/sparknlp_jsl/annotator/qa/qa_ner_generator/index.html#sparknlp_jsl.annotator.qa.qa_ner_generator.NerQuestionGenerator.strategyType">strategyType (NerQuestionGenerator attribute)</a>
+</li>
+      <li><a href="reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html#sparknlp_jsl.utils.alab_utils.strip_json_entities">strip_json_entities() (in module sparknlp_jsl.utils.alab_utils)</a>
 </li>
       <li><a href="reference/autosummary/sparknlp_jsl/nlp_test/robustness/robustness_testing/index.html#sparknlp_jsl.nlp_test.robustness.robustness_testing.strip_punctuation">strip_punctuation() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)</a>
 </li>
diff --git a/docs/licensed/api/python/objects.inv b/docs/licensed/api/python/objects.inv
index 53d4b30e59..e049bf3a4b 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/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html
index a4e906d908..204de31f2b 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_bert_for_sequence_classification/index.html
@@ -580,7 +580,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <span class="sig-name descname"><span class="pre">setCoalesceSentences</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.classification.medical_bert_for_sequence_classification.MedicalBertForSequenceClassification.setCoalesceSentences" title="Permalink to this definition">#</a></dt>
 <dd><p>Instead of 1 class per sentence (if inputCols is ‘’’sentence’’’) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)</p>
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (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">
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.html
index fc1e0ed664..b5f8853664 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/classification/medical_distilbert_for_sequence_classification/index.html
@@ -587,7 +587,7 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <span class="sig-name descname"><span class="pre">setCoalesceSentences</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.classification.medical_distilbert_for_sequence_classification.MedicalDistilBertForSequenceClassification.setCoalesceSentences" title="Permalink to this definition">#</a></dt>
 <dd><p>Instead of 1 class per sentence (if inputCols is ‘’’sentence’’’) output 1 class per document by averaging probabilities in all sentences.
 Due to max sequence length limit in almost all transformer models such as BERT (512 tokens), this parameter helps feeding all the sentences
-into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (Default: true)</p>
+into the model and averaging all the probabilities for the entire document instead of probabilities per sentence. (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">
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 1436e3c893..9677b8cd7a 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
@@ -1223,6 +1223,11 @@ <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.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>
@@ -1234,6 +1239,12 @@ <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.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>
@@ -2060,6 +2071,11 @@ <h4>Parameters<a class="headerlink" href="#parameters" title="Permalink to this
 <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>
@@ -2071,6 +2087,12 @@ <h4>Parameters<a class="headerlink" href="#parameters" title="Permalink to this
 </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>
@@ -2314,6 +2336,8 @@ <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.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>
@@ -2384,6 +2408,8 @@ <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.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>
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 a0282b4962..47bcbc055a 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
@@ -392,7 +392,15 @@ <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">DeIdentification</span></span><a class="headerlink" href="#sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification" title="Permalink to this definition">#</a></dt>
 <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>
+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>
@@ -575,7 +583,15 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <dt class="sig sig-object py" id="sparknlp_jsl.legal.chunk_classification.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.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>
+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>
@@ -642,7 +658,7 @@ <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="#id5"><span class="problematic" id="id6">**</span></a><a href="#id7"><span class="problematic" id="id8">*</span></a>].
+Example, Smith -&gt; [<a href="#id6"><span class="problematic" id="id7">**</span></a><a href="#id8"><span class="problematic" id="id9">*</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/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html
index 031f1d976e..11a3e586c2 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/alab_utils/index.html
@@ -387,6 +387,9 @@ <h3>Functions<a class="headerlink" href="#functions" title="Permalink to this he
 <tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl.utils.alab_utils.read_conll" title="sparknlp_jsl.utils.alab_utils.read_conll"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_conll</span></code></a>(spark, filepath)</p></td>
 <td><p>Args:</p></td>
 </tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#sparknlp_jsl.utils.alab_utils.strip_json_entities" title="sparknlp_jsl.utils.alab_utils.strip_json_entities"><code class="xref py py-obj docutils literal notranslate"><span class="pre">strip_json_entities</span></code></a>(exported_json)</p></td>
+<td><p>iterate through entities and strip out the text</p></td>
+</tr>
 </tbody>
 </table>
 </section>
@@ -636,6 +639,19 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 </dl>
 </dd></dl>
 
+<dl class="py function">
+<dt class="sig sig-object py" id="sparknlp_jsl.utils.alab_utils.strip_json_entities">
+<span class="sig-name descname"><span class="pre">strip_json_entities</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">exported_json</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.utils.alab_utils.strip_json_entities" title="Permalink to this definition">#</a></dt>
+<dd><p>iterate through entities and strip out the text
+and update start and end positions in the json file from annotation lab</p>
+<dl class="simple">
+<dt>Args:</dt><dd><p>exported_json (dict): exported json from annotation lab</p>
+</dd>
+<dt>Returns:</dt><dd><p>exported_json (dict): updated json</p>
+</dd>
+</dl>
+</dd></dl>
+
 </section>
 </section>
 </section>
@@ -697,6 +713,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.alab_utils.get_single_task_conll"><code class="docutils literal notranslate"><span class="pre">get_single_task_conll()</span></code></a></li>
 <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.alab_utils.get_token_df"><code class="docutils literal notranslate"><span class="pre">get_token_df()</span></code></a></li>
 <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.alab_utils.read_conll"><code class="docutils literal notranslate"><span class="pre">read_conll()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.alab_utils.strip_json_entities"><code class="docutils literal notranslate"><span class="pre">strip_json_entities()</span></code></a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html
index 8541bf90c7..d3e9388595 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.html
@@ -363,7 +363,7 @@ <h3>Attributes<a class="headerlink" href="#attributes" title="Permalink to this
 
 <dl class="py function">
 <dt class="sig sig-object py" id="sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor">
-<span class="sig-name descname"><span class="pre">ocr_entity_processor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">spark</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.SparkSession.html#pyspark.sql.SparkSession" title="(in PySpark vmaster)"><span class="pre">pyspark.sql.SparkSession</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">file_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ner_pipeline</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://spark.apache.org/docs/latest/api/python/reference/api/pyspark.ml.PipelineModel.html#pyspark.ml.PipelineModel" title="(in PySpark vmaster)"><span class="pre">pyspark.ml.PipelineModel</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">style</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'bounding_box'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">save_dir</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'save_folder'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label_color</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'red'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">box_color</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">tuple</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">(0,</span> <span class="pre">0,</span> <span class="pre">0)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">color_chart_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'color_chart.png'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chunk_col</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'ner_chunk'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">black_list</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">display_result</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">resolution</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">200</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">confidenceThreshold</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">70</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pageIteratorLevel</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">PageIteratorLevel.SYMBOL</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pageSegMode</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">PageSegmentationMode.SPARSE_TEXT_OSD</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outline_color</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outline_width</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text_band</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> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">IO</span></span></span><a class="headerlink" href="#sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor" title="Permalink to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">ocr_entity_processor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">spark</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.SparkSession.html#pyspark.sql.SparkSession" title="(in PySpark vmaster)"><span class="pre">pyspark.sql.SparkSession</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">file_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ner_pipeline</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://spark.apache.org/docs/latest/api/python/reference/api/pyspark.ml.PipelineModel.html#pyspark.ml.PipelineModel" title="(in PySpark vmaster)"><span class="pre">pyspark.ml.PipelineModel</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">style</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'bounding_box'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">save_dir</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'save_folder'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label_color</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'red'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">box_color</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">tuple</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">(0,</span> <span class="pre">0,</span> <span class="pre">0)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">color_chart_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'color_chart.png'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chunk_col</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'ner_chunk'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">black_list</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Optional</span><span class="p"><span class="pre">[</span></span><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">display_result</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">resolution</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">200</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">confidenceThreshold</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">70</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pageIteratorLevel</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">PageIteratorLevel.SYMBOL</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pageSegMode</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">PageSegmentationMode.SPARSE_TEXT_OSD</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outline_color</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outline_width</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text_band</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'printed'</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">IO</span></span></span><a class="headerlink" href="#sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor" title="Permalink to this definition">#</a></dt>
 <dd><p>Generates an annotated PDF file using input PDF files
 :param spark: Spark session with spark-nlp-jsl and spark-ocr jar
 :type spark: SparkSession</p>
diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html
index 3f049f8afd..c529e9c3b4 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.html
@@ -337,6 +337,40 @@
 <span id="sparknlp-jsl-utils-ocr-utils"></span><h1><a class="reference internal" href="#module-sparknlp_jsl.utils.ocr_utils" title="sparknlp_jsl.utils.ocr_utils"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sparknlp_jsl.utils.ocr_utils</span></code></a><a class="headerlink" href="#module-sparknlp_jsl.utils.ocr_utils" 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="functions">
+<h3>Functions<a class="headerlink" href="#functions" 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.utils.ocr_utils.get_handwritten_regions" title="sparknlp_jsl.utils.ocr_utils.get_handwritten_regions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">get_handwritten_regions</span></code></a>(result)</p></td>
+<td><p></p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#sparknlp_jsl.utils.ocr_utils.draw_boxes_on_image_handwritten_region" title="sparknlp_jsl.utils.ocr_utils.draw_boxes_on_image_handwritten_region"><code class="xref py py-obj docutils literal notranslate"><span class="pre">draw_boxes_on_image_handwritten_region</span></code></a>(image_data, ...)</p></td>
+<td><p></p></td>
+</tr>
+</tbody>
+</table>
+</section>
+<section id="attributes">
+<h3>Attributes<a class="headerlink" href="#attributes" 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.utils.ocr_utils.label2color" title="sparknlp_jsl.utils.ocr_utils.label2color"><code class="xref py py-obj docutils literal notranslate"><span class="pre">label2color</span></code></a></p></td>
+<td><p></p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#sparknlp_jsl.utils.ocr_utils.label2rgb" title="sparknlp_jsl.utils.ocr_utils.label2rgb"><code class="xref py py-obj docutils literal notranslate"><span class="pre">label2rgb</span></code></a></p></td>
+<td><p></p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl.utils.ocr_utils.colors" title="sparknlp_jsl.utils.ocr_utils.colors"><code class="xref py py-obj docutils literal notranslate"><span class="pre">colors</span></code></a></p></td>
+<td><p></p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#sparknlp_jsl.utils.ocr_utils.colors_rgb" title="sparknlp_jsl.utils.ocr_utils.colors_rgb"><code class="xref py py-obj docutils literal notranslate"><span class="pre">colors_rgb</span></code></a></p></td>
+<td><p></p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#sparknlp_jsl.utils.ocr_utils.pretrained_model" title="sparknlp_jsl.utils.ocr_utils.pretrained_model"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pretrained_model</span></code></a></p></td>
+<td><p></p></td>
+</tr>
+</tbody>
+</table>
 <dl class="py data">
 <dt class="sig sig-object py" id="sparknlp_jsl.utils.ocr_utils.label2color">
 <span class="sig-name descname"><span class="pre">label2color</span></span><a class="headerlink" href="#sparknlp_jsl.utils.ocr_utils.label2color" title="Permalink to this definition">#</a></dt>
@@ -357,6 +391,22 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
 <span class="sig-name descname"><span class="pre">colors_rgb</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">[(0,</span> <span class="pre">255,</span> <span class="pre">255),</span> <span class="pre">(127,</span> <span class="pre">255,</span> <span class="pre">212),</span> <span class="pre">(0,</span> <span class="pre">0,</span> <span class="pre">0),</span> <span class="pre">(255,</span> <span class="pre">235,</span> <span class="pre">205),</span> <span class="pre">(0,</span> <span class="pre">0,</span> <span class="pre">255),</span> <span class="pre">(138,</span> <span class="pre">43,</span> <span class="pre">226),</span> <span class="pre">(165,...</span></em><a class="headerlink" href="#sparknlp_jsl.utils.ocr_utils.colors_rgb" title="Permalink to this definition">#</a></dt>
 <dd></dd></dl>
 
+<dl class="py data">
+<dt class="sig sig-object py" id="sparknlp_jsl.utils.ocr_utils.pretrained_model">
+<span class="sig-name descname"><span class="pre">pretrained_model</span></span><em class="property"><span class="w"> </span><span class="pre">=</span> <span class="pre">('image_handwritten_detector_gsa0803',</span> <span class="pre">'en',</span> <span class="pre">'public/ocr/models')</span></em><a class="headerlink" href="#sparknlp_jsl.utils.ocr_utils.pretrained_model" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="sparknlp_jsl.utils.ocr_utils.get_handwritten_regions">
+<span class="sig-name descname"><span class="pre">get_handwritten_regions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">result</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.utils.ocr_utils.get_handwritten_regions" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="sparknlp_jsl.utils.ocr_utils.draw_boxes_on_image_handwritten_region">
+<span class="sig-name descname"><span class="pre">draw_boxes_on_image_handwritten_region</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">image_data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">regions</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">style</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outline_width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outline_color</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">text_band</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#sparknlp_jsl.utils.ocr_utils.draw_boxes_on_image_handwritten_region" title="Permalink to this definition">#</a></dt>
+<dd></dd></dl>
+
+</section>
 </section>
 </section>
 
@@ -390,10 +440,17 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalin
   <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="#sparknlp_jsl.utils.ocr_utils.label2color"><code class="docutils literal notranslate"><span class="pre">label2color</span></code></a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.label2rgb"><code class="docutils literal notranslate"><span class="pre">label2rgb</span></code></a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.colors"><code class="docutils literal notranslate"><span class="pre">colors</span></code></a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.colors_rgb"><code class="docutils literal notranslate"><span class="pre">colors_rgb</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#functions">Functions</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#attributes">Attributes</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.utils.ocr_utils.label2color"><code class="docutils literal notranslate"><span class="pre">label2color</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.label2rgb"><code class="docutils literal notranslate"><span class="pre">label2rgb</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.colors"><code class="docutils literal notranslate"><span class="pre">colors</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.colors_rgb"><code class="docutils literal notranslate"><span class="pre">colors_rgb</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.pretrained_model"><code class="docutils literal notranslate"><span class="pre">pretrained_model</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.get_handwritten_regions"><code class="docutils literal notranslate"><span class="pre">get_handwritten_regions()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#sparknlp_jsl.utils.ocr_utils.draw_boxes_on_image_handwritten_region"><code class="docutils literal notranslate"><span class="pre">draw_boxes_on_image_handwritten_region()</span></code></a></li>
+</ul>
+</li>
 </ul>
 </li>
 </ul>
diff --git a/docs/licensed/api/python/searchindex.js b/docs/licensed/api/python/searchindex.js
index db92ebb9f9..5dafb499ef 100644
--- a/docs/licensed/api/python/searchindex.js
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@@ -1 +1 @@
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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.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)": 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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)": [[201, "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)": [[201, "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)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_reader"]], "conll_writer() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.conll_writer"]], "create_grid() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.create_grid"]], "display() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.display"]], "empty_grid() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.empty_grid"]], "fill_grid() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fill_grid"]], "fix_all() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_all"]], "fix_label() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_label"]], "get_cell_element() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_cell_element"]], "get_central_grid() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_central_grid"]], "get_classes() (interactivefix method)": [[201, 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method)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader.returnPrivateModels"]], "returnprivatepipelines() (internalresourcedownloader static method)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader.returnPrivatePipelines"]], "showavailableannotators() (internalresourcedownloader static method)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader.showAvailableAnnotators"]], "showprivatemodels() (internalresourcedownloader static method)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader.showPrivateModels"]], "showprivatepipelines() (internalresourcedownloader static method)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader.showPrivatePipelines"]], "showuncategorizedresources() (internalresourcedownloader static method)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader.showUnCategorizedResources"]], "sparknlp_jsl.pretrained": [[208, "module-sparknlp_jsl.pretrained"]], "structureddeidentification (class in 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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>", 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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 class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.build_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.generic_classifier_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.progresstracker</span></code>", "<code class=\"xref py py-mod docutils literal 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 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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 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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 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 class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl.utils.training_log_parser_utils</span></code>", "API Reference"], "terms": {"4": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 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"sparknlp_jsl._tf_graph_builders.graph_builders.NerTFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.NerTFGraphBuilder.supports_auto_file_name"]], "supports_auto_file_name() (tfgraphbuilder method)": [[10, "sparknlp_jsl._tf_graph_builders.graph_builders.TFGraphBuilder.supports_auto_file_name"], [33, "sparknlp_jsl._tf_graph_builders_1x.graph_builders.TFGraphBuilder.supports_auto_file_name"]], "sparknlp_jsl._tf_graph_builders": [[11, "module-sparknlp_jsl._tf_graph_builders"]], "create_graph() (in module sparknlp_jsl._tf_graph_builders.ner_dl.create_graph)": [[12, "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph.create_graph"]], "sparknlp_jsl._tf_graph_builders.ner_dl.create_graph": [[12, "module-sparknlp_jsl._tf_graph_builders.ner_dl.create_graph"]], "datasetencoder (class in sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder)": [[13, "sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder.DatasetEncoder"]], "encode() 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"module-sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder"]], "sparknlp_jsl._tf_graph_builders.ner_dl": [[14, "module-sparknlp_jsl._tf_graph_builders.ner_dl"]], "nermodel (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel"]], "add_bilstm_char_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_bilstm_char_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_bilstm_char_repr"]], "add_cnn_char_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_cnn_char_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_cnn_char_repr"]], "add_context_repr() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_context_repr"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_context_repr"]], "add_inference_layer() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_inference_layer"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_inference_layer"]], "add_pretrained_word_embeddings() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_pretrained_word_embeddings"]], "add_training_op() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.add_training_op"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.add_training_op"]], "close() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.close"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.close"]], "fill() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.fill"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.fill"]], "get_char_ids() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_char_ids"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_char_ids"]], "get_from_batch() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_from_batch"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_from_batch"]], "get_sentence_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_lengths"]], "get_sentence_token_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_sentence_token_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_sentence_token_lengths"]], "get_softmax() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_softmax"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_softmax"]], "get_tag_ids() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_tag_ids"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_tag_ids"]], "get_word_embeddings() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_embeddings"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_embeddings"]], "get_word_lengths() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.get_word_lengths"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.get_word_lengths"]], "init_variables() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.init_variables"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.init_variables"]], "measure() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.measure"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.measure"]], "num_trues() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.num_trues"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.num_trues"]], "predict() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.predict"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.predict"]], "slice() (nermodel static method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.slice"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.slice"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model": [[15, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model"]], "train() (nermodel method)": [[15, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model.NerModel.train"], [38, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model.NerModel.train"]], "nermodelsaver (class in sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver"]], "restore_tensorflow_state() (nermodelsaver static method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.restore_tensorflow_state"]], "save() (nermodelsaver method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save"]], "save_models() (nermodelsaver method)": [[16, "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver.NerModelSaver.save_models"], [39, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.ner_model_saver.NerModelSaver.save_models"]], "sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver": [[16, "module-sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver"]], "sentencegrouper (class in sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper"]], "get_bucket_id() (sentencegrouper method)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id"], [40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.get_bucket_id"]], "slice() (sentencegrouper method)": [[17, "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper.SentenceGrouper.slice"], [40, "sparknlp_jsl._tf_graph_builders_1x.ner_dl.sentence_grouper.SentenceGrouper.slice"]], "sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper": [[17, "module-sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper"]], "embeddingwrapper (class 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"sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.call"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell": [[18, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell"]], "zero_state() (embeddingwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.EmbeddingWrapper.zero_state"]], "zero_state() (inputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.InputProjectionWrapper.zero_state"]], "zero_state() (outputprojectionwrapper method)": [[18, "sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell.OutputProjectionWrapper.zero_state"]], "fusedrnncell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCell"]], "fusedrnncelladaptor (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.FusedRNNCellAdaptor"]], "timereversedfusedrnn (class in sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell)": [[19, "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell.TimeReversedFusedRNN"]], "sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell": [[19, "module-sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell"]], "grublockcell (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell"]], "grublockcellv2 (class in sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCellV2"]], "layerrnncell (in module sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.LayerRNNCell"]], "build() (grublockcell method)": [[20, "sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops.GRUBlockCell.build"]], "build() (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, 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"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, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel"]], "batchsize (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.batchSize"]], "classes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.classes"]], "configprotobytes (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.configProtoBytes"]], "configprotobytes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.configProtoBytes"]], "dropout (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.dropout"]], "enableoutputlogs (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.enableOutputLogs"]], "endcol (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.endCol"]], "entityassertioncasesensitive (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.entityAssertionCaseSensitive"]], "epochs (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.epochs"]], "getentityassertion() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.getEntityAssertion"]], "getreplacelabels() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.getReplaceLabels"]], "graphfile (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.graphFile"]], "graphfolder (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.graphFolder"]], "includeconfidence (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.includeConfidence"]], "includeconfidence (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.includeConfidence"]], "inputannotatortypes (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.inputAnnotatorTypes"]], "inputannotatortypes (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.inputAnnotatorTypes"]], "label (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.label"]], "learningrate (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.learningRate"]], "maxsentlen (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.maxSentLen"]], "maxsentlen (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.maxSentLen"]], "name (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.name"], [131, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel.name"], [165, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel.name"]], "outputannotatortype (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.outputAnnotatorType"]], "outputannotatortype (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.outputAnnotatorType"]], "outputlogspath (assertiondlapproach attribute)": [[43, 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"sparknlp_jsl.eval.POSEvaluation"]], "symspellevaluation (class in sparknlp_jsl.eval)": [[130, "sparknlp_jsl.eval.SymSpellEvaluation"]], "computeaccuracyannotator() (nercrfevaluation method)": [[130, "sparknlp_jsl.eval.NerCrfEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (nerdlevaluation method)": [[130, "sparknlp_jsl.eval.NerDLEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (norvigspellevaluation method)": [[130, "sparknlp_jsl.eval.NorvigSpellEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (posevaluation method)": [[130, "sparknlp_jsl.eval.POSEvaluation.computeAccuracyAnnotator"]], "computeaccuracyannotator() (symspellevaluation method)": [[130, "sparknlp_jsl.eval.SymSpellEvaluation.computeAccuracyAnnotator"]], "computeaccuracymodel() (nercrfevaluation method)": [[130, "sparknlp_jsl.eval.NerCrfEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (nerdlevaluation method)": [[130, "sparknlp_jsl.eval.NerDLEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (norvigspellevaluation method)": [[130, "sparknlp_jsl.eval.NorvigSpellEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (posevaluation method)": [[130, "sparknlp_jsl.eval.POSEvaluation.computeAccuracyModel"]], "computeaccuracymodel() (symspellevaluation method)": [[130, "sparknlp_jsl.eval.SymSpellEvaluation.computeAccuracyModel"]], "computemetricsfromdf() (nerdlmetrics method)": [[130, "sparknlp_jsl.eval.NerDLMetrics.computeMetricsFromDF"]], "sparknlp_jsl.eval": [[130, "module-sparknlp_jsl.eval"]], "assertiondlapproach (class in sparknlp_jsl.finance.chunk_classification.assertion.assertiondl)": [[131, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.finance.chunk_classification.assertion.assertiondl)": [[131, "sparknlp_jsl.finance.chunk_classification.assertion.assertionDL.AssertionDLModel"]], 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"sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder.FinanceDocumentHashCoder"]], "setidcolumn() (financedocumenthashcoder method)": [[134, "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder.FinanceDocumentHashCoder.setIdColumn"]], "sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder": [[134, "module-sparknlp_jsl.finance.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.finance.chunk_classification.deid": [[135, "module-sparknlp_jsl.finance.chunk_classification.deid"]], "sparknlp_jsl.finance.chunk_classification": [[136, "module-sparknlp_jsl.finance.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper)": [[137, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper)": [[137, "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper": [[137, "module-sparknlp_jsl.finance.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper)": [[138, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.docmapper)": [[138, "sparknlp_jsl.finance.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.docmapper": [[138, "module-sparknlp_jsl.finance.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.finance.chunk_classification.resolution": [[139, "module-sparknlp_jsl.finance.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver)": [[140, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver)": [[140, "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver": [[140, "module-sparknlp_jsl.finance.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.finance.graph": [[141, "module-sparknlp_jsl.finance.graph"]], "sparknlp_jsl.finance.graph.relation_extraction": [[142, "module-sparknlp_jsl.finance.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl)": [[143, "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl": [[143, "module-sparknlp_jsl.finance.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction)": [[144, "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction": [[144, "module-sparknlp_jsl.finance.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.finance": [[145, "module-sparknlp_jsl.finance"]], "financebertforsequenceclassification (class in sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification)": [[146, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification"]], "loadsavedmodel() (financebertforsequenceclassification static method)": [[146, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (financebertforsequenceclassification static method)": [[146, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.loadSavedModelOpenSource"]], "name (financebertforsequenceclassification attribute)": [[146, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.name"]], "pretrained() (financebertforsequenceclassification static method)": [[146, "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification.FinanceBertForSequenceClassification.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification": [[146, "module-sparknlp_jsl.finance.sequence_classification.finance_bert_for_sequence_classification"]], "financeclassifierdlapproach (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl)": [[147, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLApproach"]], "financeclassifierdlmodel (class in sparknlp_jsl.finance.sequence_classification.finance_classifier_dl)": [[147, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel"]], "name (financeclassifierdlmodel attribute)": [[147, "sparknlp_jsl.finance.sequence_classification.finance_classifier_dl.FinanceClassifierDLModel.name"]], "pretrained() (financeclassifierdlmodel static method)": [[147, 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"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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(interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fill_grid"]], "fix_all() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_all"]], "fix_label() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.fix_label"]], "get_cell_element() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_cell_element"]], "get_central_grid() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_central_grid"]], "get_classes() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_classes"]], "get_default_indx() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_default_indx"]], "get_drop_down() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_drop_down"]], "get_drop_down_title() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_drop_down_title"]], "get_footer() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_footer"]], "get_header() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_header"]], "get_page_control_buttons() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_page_control_buttons"]], "get_page_number() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_page_number"]], "get_sentence() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_sentence"]], "get_title_html() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.get_title_html"]], "next_page() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.next_page"]], "num_sample_drop_down() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.num_sample_drop_down"]], "prev_page() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.prev_page"]], "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing": [[201, "module-sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing"]], "update_with_model_predictions() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.update_with_model_predictions"]], "calculate_label_error_score() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_testing)": [[202, 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module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.get_sample"]], "introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.introduce_typos"]], "modify_capitalization_lower() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_lower"]], "modify_capitalization_title() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_title"]], "modify_capitalization_upper() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.modify_capitalization_upper"]], "sparknlp_jsl.nlp_test.robustness.robustness_fixing": [[205, "module-sparknlp_jsl.nlp_test.robustness.robustness_fixing"]], "strip_punctuation_from_data() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.strip_punctuation_from_data"]], "swap_entities_with_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_entities_with_terminology"]], "swap_with_cohyponym() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.swap_with_cohyponym"]], "test_and_augment_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_fixing)": [[205, "sparknlp_jsl.nlp_test.robustness.robustness_fixing.test_and_augment_robustness"]], "add_context() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.add_context"]], "add_contractions() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, 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sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.conll_sentence_reader"]], "create_terminology() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.create_terminology"]], "get_cohyponyms_wordnet() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.get_cohyponyms_wordnet"]], "introduce_typos() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.introduce_typos"]], "modify_capitalization() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.modify_capitalization"]], "remove_context_tokens() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, 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[[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.swap_named_entities_from_terminology"]], "swap_with_cohyponym() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.swap_with_cohyponym"]], "test_robustness() (in module sparknlp_jsl.nlp_test.robustness.robustness_testing)": [[206, "sparknlp_jsl.nlp_test.robustness.robustness_testing.test_robustness"]], "calculate_proportion() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[207, "sparknlp_jsl.nlp_test.robustness.utils.calculate_proportion"]], "get_augmentation_proportions() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[207, "sparknlp_jsl.nlp_test.robustness.utils.get_augmentation_proportions"]], "sparknlp_jsl.nlp_test.robustness.utils": [[207, "module-sparknlp_jsl.nlp_test.robustness.utils"]], "suggest_perturbations() (in module sparknlp_jsl.nlp_test.robustness.utils)": [[207, 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"module-sparknlp_jsl.structured_deidentification"]], "texttodocumentscolumns (class in sparknlp_jsl.text_to_documents_columns)": [[210, "sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns"]], "sparknlp_jsl.text_to_documents_columns": [[210, "module-sparknlp_jsl.text_to_documents_columns"]], "todocumentscolumns() (texttodocumentscolumns method)": [[210, "sparknlp_jsl.text_to_documents_columns.TextToDocumentsColumns.toDocumentsColumns"]], "annotationtooljsonreader (class in sparknlp_jsl.training)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader"]], "cantemistreader (class in sparknlp_jsl.training)": [[211, "sparknlp_jsl.training.CantemistReader"]], "codiespreader (class in sparknlp_jsl.training)": [[211, "sparknlp_jsl.training.CodiEspReader"]], "redatasethelper (class in sparknlp_jsl.training)": [[211, "sparknlp_jsl.training.REDatasetHelper"]], "synonymaugmentationumls (class in sparknlp_jsl.training)": [[211, "sparknlp_jsl.training.SynonymAugmentationUMLS"]], "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, "sparknlp_jsl.training.CantemistReader.readDatasetTaskNer"]], "readdatasettaskx() (codiespreader method)": [[211, "sparknlp_jsl.training.CodiEspReader.readDatasetTaskX"]], "sparknlp_jsl.training": [[211, "module-sparknlp_jsl.training"]], "tf_graph (in module sparknlp_jsl.training)": [[211, "sparknlp_jsl.training.tf_graph"]], "tf_graph_1x (in module sparknlp_jsl.training)": [[211, "sparknlp_jsl.training.tf_graph_1x"]], "assertion_log_parser (class in sparknlp_jsl.training_log_parser)": [[212, "sparknlp_jsl.training_log_parser.assertion_log_parser"]], "evaluate() (ner_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.ner_log_parser.evaluate"]], "evaluate_conll_file() (ner_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.ner_log_parser.evaluate_conll_file"]], "get_best_f1_scores() (assertion_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.assertion_log_parser.get_best_f1_scores"]], "get_best_f1_scores() (ner_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.ner_log_parser.get_best_f1_scores"]], "get_charts() (assertion_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.assertion_log_parser.get_charts"]], "get_charts() (ner_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.ner_log_parser.get_charts"]], "loss_plot() (assertion_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.assertion_log_parser.loss_plot"]], "loss_plot() (ner_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.ner_log_parser.loss_plot"]], "ner_log_parser (class in sparknlp_jsl.training_log_parser)": [[212, "sparknlp_jsl.training_log_parser.ner_log_parser"]], "parse_logfile() (assertion_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.assertion_log_parser.parse_logfile"]], "parse_logfile() (ner_log_parser method)": [[212, "sparknlp_jsl.training_log_parser.ner_log_parser.parse_logfile"]], "sparknlp_jsl.training_log_parser": [[212, "module-sparknlp_jsl.training_log_parser"]], "updatemodels (class in sparknlp_jsl.updatemodels)": [[213, "sparknlp_jsl.updateModels.UpdateModels"]], "sparknlp_jsl.updatemodels": [[213, "module-sparknlp_jsl.updateModels"]], "updatecachemodels() (updatemodels static method)": [[213, "sparknlp_jsl.updateModels.UpdateModels.updateCacheModels"]], "updatemodels() (updatemodels static method)": [[213, "sparknlp_jsl.updateModels.UpdateModels.updateModels"]], "get_mt_samples() (in module sparknlp_jsl.util)": [[214, "sparknlp_jsl.util.get_mt_samples"]], "sparknlp_jsl.util": [[214, "module-sparknlp_jsl.util"]], "document_assembler (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.document_assembler"]], "empty_df (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.empty_df"]], "get_doc_assembler() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_doc_assembler"]], "get_empty_df() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_empty_df"]], "get_ner_df() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_ner_df"]], "get_ner_sentence_borders() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_ner_sentence_borders"]], "get_nlp_pos_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_nlp_pos_pipeline"]], "get_nlp_token_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_nlp_token_pipeline"]], "get_pos() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_pos"]], "get_regex_tokenizer() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_regex_tokenizer"]], "get_regular_tokenizer() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_regular_tokenizer"]], "get_rel_df() (in module sparknlp_jsl.utils.alab_utils)": [[215, 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"sparknlp_jsl.utils.alab_utils.pos_pipeline_initialized"]], "read_conll() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.read_conll"]], "regex_tokenizer (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.regex_tokenizer"]], "regular_tokenizer (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.regular_tokenizer"]], "sentence_detector (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.sentence_detector"]], "sparknlp_jsl.utils.alab_utils": [[215, "module-sparknlp_jsl.utils.alab_utils"]], "strip_json_entities() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.strip_json_entities"]], "token_pipeline_initialized (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.token_pipeline_initialized"]], "sparknlp_jsl.utils.conll_parse": [[216, "module-sparknlp_jsl.utils.conll_parse"]], "sparknlp_jsl.utils.deidentification_utils": [[217, "module-sparknlp_jsl.utils.deidentification_utils"]], "structured_deidentifier() (in module sparknlp_jsl.utils.deidentification_utils)": [[217, "sparknlp_jsl.utils.deidentification_utils.structured_deidentifier"]], "is_module_importable() (in module sparknlp_jsl.utils.imports)": [[218, "sparknlp_jsl.utils.imports.is_module_importable"]], "sparknlp_jsl.utils.imports": [[218, "module-sparknlp_jsl.utils.imports"]], "sparknlp_jsl.utils": [[219, "module-sparknlp_jsl.utils"]], "parse_str_to_dict() (in module sparknlp_jsl.utils.java_helper)": [[220, "sparknlp_jsl.utils.java_helper.parse_str_to_dict"]], "sparknlp_jsl.utils.java_helper": [[220, "module-sparknlp_jsl.utils.java_helper"]], "assertion (internalannotatortype attribute)": [[221, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.ASSERTION"]], "disambiguation (internalannotatortype attribute)": [[221, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.DISAMBIGUATION"]], "feature_vector (internalannotatortype attribute)": [[221, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.FEATURE_VECTOR"]], "internalannotatortype (class in sparknlp_jsl.utils.licensed_annotator_type)": [[221, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType"]], "keyword (internalannotatortype attribute)": [[221, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.KEYWORD"]], "selector (internalannotatortype attribute)": [[221, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SELECTOR"]], "sql (internalannotatortype attribute)": [[221, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SQL"]], "sparknlp_jsl.utils.licensed_annotator_type": [[221, "module-sparknlp_jsl.utils.licensed_annotator_type"]], "sparknlp_jsl.utils.log_parse": [[222, "module-sparknlp_jsl.utils.log_parse"]], "evaluate() (in module sparknlp_jsl.utils.ner_utils)": [[223, "sparknlp_jsl.utils.ner_utils.evaluate"]], "evaluate_conll_file() (in module sparknlp_jsl.utils.ner_utils)": [[223, "sparknlp_jsl.utils.ner_utils.evaluate_conll_file"]], "get_charts() (in module sparknlp_jsl.utils.ner_utils)": [[223, "sparknlp_jsl.utils.ner_utils.get_charts"]], "loss_plot() (in module sparknlp_jsl.utils.ner_utils)": [[223, "sparknlp_jsl.utils.ner_utils.loss_plot"]], "sparknlp_jsl.utils.ner_utils": [[223, "module-sparknlp_jsl.utils.ner_utils"]], "colors (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[224, "sparknlp_jsl.utils.ocr_nlp_processor.colors"]], "ocr_entity_processor() (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[224, "sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[224, "module-sparknlp_jsl.utils.ocr_nlp_processor"]], "colors (in module sparknlp_jsl.utils.ocr_utils)": [[225, "sparknlp_jsl.utils.ocr_utils.colors"]], "colors_rgb (in module sparknlp_jsl.utils.ocr_utils)": [[225, "sparknlp_jsl.utils.ocr_utils.colors_rgb"]], "draw_boxes_on_image_handwritten_region() (in module sparknlp_jsl.utils.ocr_utils)": [[225, "sparknlp_jsl.utils.ocr_utils.draw_boxes_on_image_handwritten_region"]], "get_handwritten_regions() (in module sparknlp_jsl.utils.ocr_utils)": [[225, "sparknlp_jsl.utils.ocr_utils.get_handwritten_regions"]], "label2color (in module sparknlp_jsl.utils.ocr_utils)": [[225, "sparknlp_jsl.utils.ocr_utils.label2color"]], "label2rgb (in module sparknlp_jsl.utils.ocr_utils)": [[225, "sparknlp_jsl.utils.ocr_utils.label2rgb"]], "pretrained_model (in module sparknlp_jsl.utils.ocr_utils)": [[225, "sparknlp_jsl.utils.ocr_utils.pretrained_model"]], "sparknlp_jsl.utils.ocr_utils": [[225, "module-sparknlp_jsl.utils.ocr_utils"]], "hcc_from_icd() (riskadjustmentutil static method)": [[226, "sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil.HCC_from_ICD"]], "hcc_labels() (riskadjustmentutil static method)": [[226, "sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil.HCC_labels"]], "riskadjustmentutil (class in sparknlp_jsl.utils.risk_adjustment_utils)": [[226, "sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil"]], "diff_between_hccs() (riskadjustmentutil static method)": [[226, "sparknlp_jsl.utils.risk_adjustment_utils.RiskAdjustmentUtil.diff_between_HCCs"]], "sparknlp_jsl.utils.risk_adjustment_utils": [[226, "module-sparknlp_jsl.utils.risk_adjustment_utils"]], "aggregate_entities() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[227, "sparknlp_jsl.utils.training_log_parser_utils.aggregate_entities"]], "calc_metrics() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[227, "sparknlp_jsl.utils.training_log_parser_utils.calc_metrics"]], "count_chunks() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[227, "sparknlp_jsl.utils.training_log_parser_utils.count_chunks"]], "get_result() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[227, "sparknlp_jsl.utils.training_log_parser_utils.get_result"]], "is_chunk_end() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[227, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_end"]], "is_chunk_start() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[227, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_start"]], "sparknlp_jsl.utils.training_log_parser_utils": [[227, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "split_tag() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[227, "sparknlp_jsl.utils.training_log_parser_utils.split_tag"]]}})
\ No newline at end of file