From 345db093e95b04950fcf5bbf8e4ddafeaf7c6ed8 Mon Sep 17 00:00:00 2001
From: jsl-builder <48132196+jsl-builder@users.noreply.github.com>
Date: Mon, 2 Oct 2023 21:16:38 +0700
Subject: [PATCH] Commit to branch 5.1.1-healthcare-docs (#674)

Co-authored-by: jsl-builder <jsl-builder@johnsnowlabs.com>
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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index f7a04e6a3f..9471b0bf65 100644
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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+        <span id="doc-title">Spark NLP 5.1.1 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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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.annotator" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/AssertionDLApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.assertion.AssertionDLModel" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/index.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/assertion/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.assertion" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.assertion" />
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+        <span id="doc-title">Spark NLP 5.1.1 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 0f93a364e9..0060a7b071 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.deid.FinanceDocumentHashCoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid.FinanceDocumentHashCoder" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 c1e67075c8..cce9b186e2 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.deid" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.deid" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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 8848440a5c..1aba0ccfa7 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 9b636bb828..9a640c6e6d 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 df78448cff..20f80fafad 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ChunkMapperModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 11f8f71e9e..c6b97ee47e 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 453402dc4b..b98be80d93 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 80e4278471..01f6e57b2b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.DocMapperModel" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 45c9d62788..f642d86871 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.ReadablePretrainedDocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 a3744e427c..b07416ff6f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.SentenceEntityResolverApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution.SentenceEntityResolverModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverModel" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverModel.html b/docs/licensed/api/com/johnsnowlabs/finance/chunk_classification/resolution/SentenceEntityResolverModel.html
index 39e1f1c0a6..a6a5311051 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution.SentenceEntityResolverModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.chunk_classification.resolution</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.chunk classification.resolution" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.chunk classification.resolution" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/index.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.graph" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.graph</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.graph" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.graph" />
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-        <span id="doc-title">Spark NLP 5.1.0 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="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.1 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.RelationExtractionDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel$.html
index 298ac69e14..6702eff505 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel.html
index 137029fca7..b3474ad6f9 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/ZeroShotRelationExtractionModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction.ZeroShotRelationExtractionModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/index.html b/docs/licensed/api/com/johnsnowlabs/finance/graph/relation_extraction/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.graph.relation_extraction</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.graph.relation extraction" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.graph.relation extraction" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/index.html b/docs/licensed/api/com/johnsnowlabs/finance/index.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceBertForSequenceClassification.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 60fb5df7d1..c5d825407e 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_classification/FinanceClassifierDLModel.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceClassifierDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceClassifierDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 9f265963b8..8d87919f84 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 4099d7adcc..b82a4f164d 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 b673ae5b08..864bae53a8 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceDocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 89cfdf1ded..2b4908ba9b 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 451a560c91..8a6f577cdd 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 4514afcf0e..d6f2b9efb2 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index d46200e3ca..3d8b655cc3 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.FinanceFewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.FinanceFewShotClassifierModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 7ed8c94708..68ed98d7ab 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.ReadFinanceBertForSequenceClassificationTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadFinanceBertForSequenceClassificationTensorflowModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2b6905c21f..e0e40d79b2 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification.ReadablePretrainedFinanceBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification.ReadablePretrainedFinanceBertForSequenceModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence classification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_classification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence classification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence classification" />
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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 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
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-        <span id="doc-title">Spark NLP 5.1.0 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 49953f2892..8e4e857d54 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceEncoderDecoder" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceNerQuestionGenerator.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceNerQuestionGenerator.html
index be2794877d..4e99c2a0ce 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceNerQuestionGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceNerQuestionGenerator" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceQuestionAnswering.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceQuestionAnswering" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceSummarizer$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceSummarizer$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceTextGenerator$.html b/docs/licensed/api/com/johnsnowlabs/finance/sequence_generation/FinanceTextGenerator$.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation.FinanceTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation.FinanceTextGenerator" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.sequence generation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.sequence generation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.sequence_generation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.sequence generation" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.sequence generation" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.token_classification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification" />
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+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 1e4a83d771..090544650b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceBertForTokenClassification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/FinanceNerApproach.html
index 2dae1b04df..0fa6dfdf2b 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.FinanceNerModel" />
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           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 279cf95867..03b5bc090b 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadFinanceBertForTokenTensorflowModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadFinanceBertForTokenTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadFinanceBertForTokenTensorflowModel" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 40ee77f1b8..e7b18b276b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadZeroShotNerTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadZeroShotNerTensorflowModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 2c1d4939d0..f2323c1a99 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedFinanceBertForTokenModel.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadablePretrainedFinanceBertForTokenModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedFinanceBertForTokenModel" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedZeroShotNer.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedZeroShotNer.html
index e5a0f82c58..f2dec9acb3 100644
--- a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ReadablePretrainedZeroShotNer.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ReadablePretrainedZeroShotNer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ReadablePretrainedZeroShotNer" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel$.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel$.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/ZeroShotNerModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner.ZeroShotNerModel" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/index.html b/docs/licensed/api/com/johnsnowlabs/finance/token_classification/ner/index.html
index ed72b0663e..5f9a03ddf8 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.finance.token classification.ner" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.finance.token_classification.ner</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.finance.token classification.ner" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.finance.token classification.ner" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/index.html b/docs/licensed/api/com/johnsnowlabs/index.html
index 27c62769a1..b2f8e36fdb 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs</title>
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLApproach.html
index 875d6cba6f..970eb956bc 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLApproach" />
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+          <meta name="description" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 8bbba54315..2ec09f03eb 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLModel.html
index ad37943a6c..48670454a3 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/AssertionDLModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion.AssertionDLModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/index.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/assertion/index.html
index c40ba3b8af..18c1421a54 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.assertion</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.assertion" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification.assertion" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 776c3a9927..a9f3025140 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 97459c5cd7..db6232e79a 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.ChunkMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 657c878f8f..e98db43005 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 4054fa0bd1..df545b7f0b 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ChunkMapperModel.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 a654db84bd..21d19ea321 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/DocMapperApproach.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.DocMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 98718e4e0c..e5547457e3 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 4f128bd768..1279a6ebab 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/ReadablePretrainedDocMapperModel.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.ReadablePretrainedDocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.ReadablePretrainedDocMapperModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 9be4fbd9e1..d026c8abe7 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.SentenceEntityResolverApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverApproach" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel$.html
index fbd2cfa03b..b204a0c05e 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.SentenceEntityResolverModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel.html b/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel.html
index e25666b1a9..272dba7e9c 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/chunk_classification/resolution/SentenceEntityResolverModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution.SentenceEntityResolverModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution.SentenceEntityResolverModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 c0121acf81..3dcd8ed607 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.chunk classification.resolution" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.chunk_classification.resolution</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.chunk classification.resolution" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 93f7181398..6c2f6cef83 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/deid/LegalDocumentHashCoder.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.deid.LegalDocumentHashCoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.deid.LegalDocumentHashCoder" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/deid/index.html b/docs/licensed/api/com/johnsnowlabs/legal/deid/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.deid" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.deid</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.deid" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.deid" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 92577fce3e..cbbc5d3cf8 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/index.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.graph" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.graph" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.graph</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.graph" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.graph" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e88c2d9ea9..ad639566cf 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel$.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 0f63ee33e6..7069b8a71f 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/RelationExtractionDLModel.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.RelationExtractionDLModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel$.html
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/graph/relation_extraction/ZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/ZeroShotRelationExtractionModel.html
index 4bb598785c..d57b8515ae 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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction.ZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/index.html b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/index.html
index 84ef9cf4d2..1696a91620 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/graph/relation_extraction/index.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.graph.relation_extraction</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.graph.relation extraction" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.graph.relation extraction" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 012f2382c5..cad887ea04 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 11d36a309f..8e97a554af 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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 1c0f83c4e7..22e66f64c4 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 8ee5c3149b..42550141c0 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html
index 0637845b0a..6e460dee26 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html
index 29602dc0a8..dcc7541d8e 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalClassifierDLModel.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalClassifierDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalClassifierDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html
index 36d97d7ec6..3a1b5f2795 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierApproach.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel$.html
index ab50cdae10..db901fa5b2 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalDocumentMLClassifierModel.html
index c63381248e..6c40ed4fb5 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html
index ff45b05b37..f47dc72794 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach$.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/LegalFewShotClassifierApproach.html
index 1e83508b7b..159c7444b9 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 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 586042d177..99b8511ae6 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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 70c86e8eae..a5c4b5cb48 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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.LegalFewShotClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence classification.LegalFewShotClassifierModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 4b29b896fa..61204f4b86 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadLegalBertForSequenceClassificationTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadLegalBertForSequenceClassificationTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadLegalBertForSequenceClassificationTensorflowModel" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 d9aef5798e..ecce293760 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadablePretrainedLegalBertForSequenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification.ReadablePretrainedLegalBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence classification.ReadablePretrainedLegalBertForSequenceModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e6bf2ce77f..6f5761c7e9 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_classification/index.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence classification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence classification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_classification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence classification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence classification" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 09ee7b0187..5fb85af54c 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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 06083f7fc2..d3f3be894a 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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalEncoderDecoder" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 bc9467f71d..c9ae626137 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalNerQuestionGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalNerQuestionGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalNerQuestionGenerator" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 9b66be47d2..d0abff1e5c 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalQuestionAnswering$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 45d323b161..f6342fa970 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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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 452b8bc0eb..52753fb44e 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5882fb7580..4166c89e2d 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalSummarizer.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalSummarizer" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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$.html
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--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 a860e3124f..6c620b6a36 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/LegalTextGenerator.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 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation.LegalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation.LegalTextGenerator" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/index.html b/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/index.html
index 8f1b4560d8..1a09aa94f7 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/sequence_generation/index.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.sequence generation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.sequence generation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.sequence_generation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.sequence generation" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.sequence generation" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/index.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/index.html
index faa240c8f4..ac71fcf26e 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/index.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.token_classification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 d375042661..7f256eeb97 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 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2afa4fb24c..877af3908d 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
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalBertForTokenClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalBertForTokenClassification" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach$.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach$.html
index 37bbf3703d..7f74a853b2 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach.html
index c7c6926016..2251becee7 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerApproach.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerApproach" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel$.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel$.html
index b633d5a583..b686a1e651 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html
index 78601f711f..8ec9518bab 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/LegalNerModel.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.LegalNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.LegalNerModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 46f10ef186..36d7642e09 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
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadLegalBertForTokenTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadLegalBertForTokenTensorflowModel" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ReadZeroShotNerTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadZeroShotNerTensorflowModel.html
index ab7e8c466b..91a2b97643 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadZeroShotNerTensorflowModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadZeroShotNerTensorflowModel.html
@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadZeroShotNerTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadZeroShotNerTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html
index bbafb83170..0354d893b3 100644
--- a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ReadablePretrainedLegalBertForTokenModel.html
@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadablePretrainedLegalBertForTokenModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedLegalBertForTokenModel" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 4472dac95b..8830e94f99 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ReadablePretrainedZeroShotNer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ReadablePretrainedZeroShotNer" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 f4fcfda7d5..d322a06144 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
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       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ZeroShotNerModel.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/ZeroShotNerModel.html
index 9f26552e2f..dc9f5484c4 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner.ZeroShotNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/index.html b/docs/licensed/api/com/johnsnowlabs/legal/token_classification/ner/index.html
index e5ae9838c8..c96187ae95 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.legal.token classification.ner" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.legal.token classification.ner" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.legal.token_classification.ner</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.legal.token classification.ner" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.legal.token classification.ner" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/EarlyStopping.html b/docs/licensed/api/com/johnsnowlabs/ml/EarlyStopping.html
index a360ec7095..e692cdc056 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.EarlyStopping" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.EarlyStopping" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.EarlyStopping</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.EarlyStopping" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.EarlyStopping" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder$DecoderProcessor.html b/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder$DecoderProcessor.html
index 9f60dfb665..c3a2da9979 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder$DecoderProcessor.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder.DecoderProcessor" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder.html b/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder.html
index 8e71974583..fdeacc55e4 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/T5MedicalEncoderDecoder.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.T5MedicalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.T5MedicalEncoderDecoder" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV2$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV2$.html
index 4178dd8d6d..1b5ad317d3 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV2$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV2</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV2" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV2" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV2</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV2" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV2" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV6$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV6$.html
index 6545ced25d..b89d2ce523 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/AgeSexV6$.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV6" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV6" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.AgeSexV6</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.AgeSexV6" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.AgeSexV6" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 bad1c33729..5ba15a79f2 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1M.SeqHelper" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html
index ecaba9d935..3fb05cd3b7 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/E2118P1M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1M</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1M" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1M</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1M" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 91d0a2ed30..f535dba33e 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1P</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1P" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.E2118P1P" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.E2118P1P</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.E2118P1P" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 a838b24720..52db95f182 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.FnMaps</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.FnMaps" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.FnMaps" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.FnMaps</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.FnMaps" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 0dbcb27cdc..a4190d3158 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 830919b493..8c5dbe117c 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngine</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngine" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 cbc6b768be..e5afd0280e 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineESRDV21Y19" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 17af5cc3d3..1228745349 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Combined" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 5e214cf30f..3252caa6e2 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y17" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 df0951c266..384ea159d4 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y18" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 7534066864..8c9315b5b6 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y19" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 38c8062c49..81d9bd160c 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y20" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 c206d303f2..3258f3db7a 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y21" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 f0e84fafbd..e9b641b443 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV22Y22" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 f23b2d278f..820aef7eca 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Combined" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 3abac28d70..c228f86fa2 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y18" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 b4b4673820..64032e0da1 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV23Y19" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 b7b26b1bbe..4680b2abbd 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Combined" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 20e73f882a..8b6e712b74 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y17" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 7e3ac95550..6b570a9e10 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y18" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 69abbda5d0..88b7674985 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y19" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 62d8d5886e..978df47e34 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y20" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 10ac23685c..67e96086df 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y21" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 1326ed435f..18a150fd06 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV24Y22" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 2c03e34771..40b727a357 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Combined" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 e2b8679d6a..c43420c560 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.HCCEngineV28Y24" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html
index 3f2258c07f..df0ba0ce9f 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/SexMap.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.SexMap</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.SexMap" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.SexMap" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.SexMap</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.SexMap" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$$SeqHelper.html
index ead9529569..7f634d2ba3 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 http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 10eb7570cb..15f1f16012 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2218O1M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1M" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1M</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1M" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 94fd2c32d2..d013c8c780 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1P</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1P" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2218O1P" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2218O1P</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2218O1P" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html
index a023c6c206..4f1f740b2b 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V22I0ED2$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V22I0ED2</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V22I0ED2" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V22I0ED2" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V22I0ED2</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V22I0ED2" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html
index 68fba8e9d6..1aca118b46 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 cb95627a65..0ffe97a773 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2318P1M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2318P1M" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2318P1M</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2318P1M" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 b582ce9df5..091be167cb 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 482227796d..15363d2e71 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2419P1M$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2419P1M" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2419P1M</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2419P1M" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 a4e7ed65b0..c1456725c9 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$$SeqHelper.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$$SeqHelper.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M.SeqHelper" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/V2823T2M$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/V2823T2M$.html
index c198eb9bff..c623d69fd0 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V2823T2M</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V2823T2M" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.V2823T2M" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 3f86df36de..1e39beb96c 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.V28IOED1</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.V28IOED1" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.V28IOED1" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.V28IOED1</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.V28IOED1" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/index.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/index.html
index 11827ecf81..96d8482d25 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 a99a819b10..f6086c04da 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.AgeSexV4" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 912a9ea489..aef5b719e2 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0523P1M" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 4957ed947a..7e4380ec0c 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R05IOD3" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 3cb4cd55f3..96710d7ce5 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R0823T1M" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 92c2aa645c..d6ad230664 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.R08I0ED1" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 f30b870774..a898756484 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 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCC" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 e2179d1e05..6414168c4d 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 25b2cac5d0..4d71671054 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="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y20" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 57e70a5dd0..ca20de9d9e 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y21$.html
@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y21" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y22$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y22$.html
index e394e755d4..2b51eb48c4 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y22" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y23$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV05Y23$.html
index 1682b07756..36eb5b4016 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV05Y23" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/RxHCCV08.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08.html
index 4102aeab3a..eef1945d46 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/RxHCCV08Y22$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y22$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y22" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y23$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxHCCV08Y23$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxHCCV08Y23" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/RxhccFnMaps.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccFnMaps.html
index 73ec090436..6ad3762a95 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccFnMaps" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/RxhccParams$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccParams$.html
index def1d11d06..38bbf14865 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxhccParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxhccParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccParams" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccRiskScoreMapper$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/RxhccRiskScoreMapper$.html
index 3e8a9117d3..968012bc23 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccRiskScoreMapper" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc.RxhccRiskScoreMapper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc.RxhccRiskScoreMapper" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc.RxhccRiskScoreMapper" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/index.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/rxhcc/index.html
index f0bb2984a6..40b85c922f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.rxhcc</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.rxhcc" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.rxhcc" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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/utils$.html b/docs/licensed/api/com/johnsnowlabs/ml/hcc/utils$.html
index 0be557369b..9dcc9492e2 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.hcc.utils" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.hcc.utils</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.hcc.utils" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.hcc.utils" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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/index.html b/docs/licensed/api/com/johnsnowlabs/ml/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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 e6ae4b7fa9..e3f0f602b4 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/onnx/InternalReadOnnxModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/onnx/InternalReadOnnxModel.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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.onnx.InternalReadOnnxModel</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.onnx.InternalReadOnnxModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.onnx.InternalReadOnnxModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.onnx.InternalReadOnnxModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.onnx.InternalReadOnnxModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e3e34e6f9a..6c9727c05b 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.onnx.OnnxMedicalEncoderDecoderT5" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 e12778a290..09d5a18862 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/onnx/Utils$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.onnx.Utils</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.onnx.Utils" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.onnx.Utils" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.onnx.Utils</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.onnx.Utils" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.onnx.Utils" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e495240deb..d744c06ca7 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.onnx" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.onnx</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.onnx" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.onnx" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html b/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html
index a8fc2dcb10..d2c1e1baf7 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/HeapSelect.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.search.HeapSelect</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search.HeapSelect" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search.HeapSelect</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search.HeapSelect" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search.HeapSelect" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 a00ce1efc0..c1b84ec5b4 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/KNNSearch.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.search.KNNSearch</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.search.KNNSearch" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search.KNNSearch" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search.KNNSearch</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search.KNNSearch" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search.KNNSearch" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 310195e158..d0414d83e6 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/Math.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/Math.html
@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.search.Math" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search.Math" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search.Math</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search.Math" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search.Math" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e889ad634e..24da9abc09 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/NearestNeighbourSearch.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/NearestNeighbourSearch.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.search.NearestNeighbourSearch</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search.NearestNeighbourSearch</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search.NearestNeighbourSearch" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/Neighbour.html b/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html
index 30f18aa6e6..e5c783b815 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/Neighbour.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.search.Neighbour</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.search.Neighbour" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search.Neighbour" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search.Neighbour</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search.Neighbour" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search.Neighbour" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 652eeb97a8..d20b20837a 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/RNNSearch.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.search.RNNSearch</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.search.RNNSearch" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search.RNNSearch" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search.RNNSearch</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search.RNNSearch" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search.RNNSearch" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 b817a388e7..976a96dd90 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/Recipe.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/search/Recipe.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.search.Recipe</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.search.Recipe" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search.Recipe" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search.Recipe</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search.Recipe" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search.Recipe" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 473a422d06..522aa6cf7c 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/search/SerializableKDTree.html
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search.SerializableKDTree" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search.SerializableKDTree</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search.SerializableKDTree" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search.SerializableKDTree" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 62031e1959..48829208f0 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="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.search" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.search</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.search" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.search" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 9aba52fafd..5dd8e9945c 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionBatch</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionBatch</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionBatch" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 f0653c6b33..277922a1a1 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.AssertionDatasetEncoder" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e1e4bcb654..d3c95b184e 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalNerDatasetEncoder.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalNerDatasetEncoder" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 b0192b6362..aabb9470ae 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorFLowClassification.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorFLowClassification" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 412ad5fa60..26323075ac 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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorflowBertClassification" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 59f7f2bc31..d0ae160b86 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/MedicalTensorflowDistilBertClassification.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.MedicalTensorflowDistilBertClassification" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ml/tensorflow/TensorflowAssertion.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowAssertion.html
index 9e0ebda995..d8138f7aab 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowAssertion.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowAssertion" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowAssertion</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowAssertion" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowAssertion" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 59f9601135..0b85e71b27 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBertRE.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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowBertRE" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBioGPT.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBioGPT.html
index 48b066bbd6..7475fa8d8c 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowBioGPT.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowBioGPT" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowGenericClassifier.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowGenericClassifier.html
index 25d9f4a0ba..eaa23eb54a 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowGenericClassifier.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowGenericClassifier" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowMedicalNer.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowMedicalNer.html
index e6cd49fad5..48f0f15a7a 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowMedicalNer.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowMedicalNer" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html
index aa269e9633..1568022391 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/TensorflowZeroShotNer.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
@@ -747,7 +747,7 @@ <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="yes" group="Ungrouped">
+    </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">
@@ -762,7 +762,23 @@ <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><span class="result">: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="com.johnsnowlabs.nlp.Annotation">Annotation</span>]</span>
       </span>
       
-      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="com.johnsnowlabs.ml.tensorflow.TensorflowZeroShotNer">TensorflowZeroShotNer</a> → XXXForClassification</dd></dl></div>
+      
+    </li><li name="com.johnsnowlabs.ml.ai.XXXForClassification#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">
+        <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 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>
     </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">
diff --git a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/Types$.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/Types$.html
index a8c0281c06..30f2d357dd 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/Types$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.Types</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.Types" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.Types" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.Types</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.Types" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.ml.tensorflow.Types" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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/index.html b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/index.html
index 6467ff3211..8db475f534 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 805cfa1013..52e5a583d7 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 @@
         <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 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal.MedicalInputIds" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 e933fc65c2..361c53bcc4 100644
--- a/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$.html
+++ b/docs/licensed/api/com/johnsnowlabs/ml/tensorflow/sign/ModelSIgnatureConstantsInternal$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign.ModelSIgnatureConstantsInternal" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 27f8548aeb..d9976db3b4 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 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.ml.tensorflow.sign" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.ml.tensorflow.sign</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.ml.tensorflow.sign" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 a8ff6e4cbf..e589f27a0e 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 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.Chunk2Token</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.Chunk2Token" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.Chunk2Token" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.Chunk2Token</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.Chunk2Token" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 6a510a6917..c6a3439adf 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 eb46a23d1e..e2641fc038 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/DrugNormalizer.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.DrugNormalizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.DrugNormalizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 0752b42acf..4dd6596603 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/AssertionChunkConverter.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/AssertionChunkConverter.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.AssertionChunkConverter" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 4f70054a32..c3f1feb2c5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/Datapoint.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/Datapoint.html
@@ -3,9 +3,9 @@
         <head>
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.Datapoint</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.Datapoint</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.Datapoint" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e045691711..02f5c3d441 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLApproach$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/dl/AssertionDLApproach$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2410d57fb1..1fb636b962 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5c0cda3363..5685decbba 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 24a27fcc00..a0b41469a1 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.AssertionDLModel" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index b2d32b9de3..63ff8e734b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.ReadablePretrainedAssertionDL" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 f010bfd63c..5a0037f306 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl.ReadsAssertionGraph" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 b416503c7b..27faa02909 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.dl</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.dl" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.dl" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 b2246d7c04..92d3bbc7ea 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 c32e899a7d..c191df2f2a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 43a39868b6..b4da4414d7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/assertion/logreg/AssertionLogRegApproach.html
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+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 20501c479f..f16061fd98 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.AssertionLogRegModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 c3b59e258f..d11a4b17d7 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Datapoint" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 b0b8123934..caa44f4d4f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.NegexDatasetReader" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 012a4837c8..7794f95542 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.ReadablePretrainedAssertionLogReg" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 8387019811..268bab3ac1 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing.VectorizedChunk" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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
index a76b46255e..e8c3d8fe80 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg.Windowing" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 aa10992a46..234d79c131 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.assertion.logreg" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.assertion.logreg</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.assertion.logreg" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 d68bf8d518..eaa0e9e80c 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2f2602dfc9..228afa7571 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.AssertionFilterer" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 a75cd7a6b1..513a3884c5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/ChunkConverter.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkConverter" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
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         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 ebd23a1bd1..e02320082a 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 98b4616a5c..1134dbd392 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 ac85674d5f..3b268059de 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkFiltererApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 2e207259fd..f3959e222a 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 12612a0e7f..1c38956700 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkKeyPhraseExtraction" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 413999f5d1..99303db799 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 a33ab9a55f..9ecc174ce6 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 0b57746492..6e43bbe738 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperFilterer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 3d20fdd223..5644ec3a25 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 1d17114dc1..27bf400251 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 313da2eb2a..c4b94bf667 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 be52a3c38f..40e3087bb8 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ChunkSentenceSplitter" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 fe31831b9c..3a431e646c 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperApproach" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 3d9c0287f0..194dc96cfb 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5a0e530341..21cf3de031 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/DocMapperModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.DocMapperModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 7cefd5e41f..5bdab5bb08 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadChunkKeyPhraseExtractionTensorflowModel" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e7322e05dd..5758e9daae 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkKeyPhraseExtractionModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 952e8243c6..f5f0d4a5b2 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedChunkMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 937819f7d9..3977cd70f3 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.ReadablePretrainedDocMapperModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2766aeccbf..50730e9b4b 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mapping" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 dcc9f4c125..57f4336b4e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Mappings.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Mappings" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 eeda532330..431029d89e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/chunkmapper/Relation.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper.Relation" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.chunkmapper" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 d983a46f94..13ad401630 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/index.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 df8b076e6c..f595c5dfda 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableDroppingOperators" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 f06a7d04ff..1df916f3bc 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableScalingModes" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 2b6cc04dc8..eef2a48d6d 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableSpecialRelations" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 0d6ea8715d..4de27f3048 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/chunker/params/AvailableTextDistanceFunctions$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.AvailableTextDistanceFunctions" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 b3ae732095..03c74b9d01 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params.ChunkMapperFuzzyMatchingParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 5185ce1e5c..7ec2234e50 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.chunker.params" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.chunker.params</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.chunker.params" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 81642ba821..3415a4b42b 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel$.html
index aa4d85e8ed..86bb725886 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel$.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel.html
index a4ba9467d6..f7ae4a75f2 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentLogRegClassifierModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierApproach.html
index 19f245bb6e..a50629a093 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierApproach.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierModel.html
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+          <meta name="description" content="Spark NLP 5.1.1 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 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/DocumentMLClassifierParams.html
index 9ae9f5acc3..cdef4f1ebd 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.DocumentMLClassifierParams" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 b0da9a60f0..4104d7aea4 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 db92cd8c86..79c8b11d5e 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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+          <meta name="description" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 c0eac1ea93..3b0e2391fc 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.FewShotClassifierModel" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 7c4969ded7..47da2451c3 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5b1897a7ff..9d155371f6 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericLogRegClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
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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 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierApproach" />
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+        <span id="doc-title">Spark NLP 5.1.1 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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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
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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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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.GenericSVMClassifierModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2bd06774fd..9b5a0d3e5a 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 d1de86492e..7aa0d57f06 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier$.html
index b1af67bb75..c736918ef7 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/MedicalBertForTokenClassifier.html
index 6b7e2c89be..961a578a2a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalBertForTokenClassifier" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 10d19b3f10..0a68e97916 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 fc6df7738a..8392f2520c 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.MedicalDistilBertForSequenceClassification" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadBertForTokenTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadBertForTokenTensorflowModel.html
index e32a63d244..baff8c92af 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadBertForTokenTensorflowModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 2d00856fb9..3fbb1c4b30 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadDistilBertForSequenceTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadDistilBertForSequenceTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 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 5.1.1 ScalaDoc<span id="doc-version"></span></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 47f78348c9..92d56c9326 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadMedicalBertForSequenceClassification" />
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@@ -28,7 +28,7 @@
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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 9dfbf0a5e2..44eedf5ff8 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForSequenceModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForSequenceModel" />
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@@ -28,7 +28,7 @@
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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 1375413bf9..ef95269d8b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForTokenModel" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedBertForTokenModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDistilBertForSequenceModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDistilBertForSequenceModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDistilBertForSequenceModel" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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/classification/ReadablePretrainedDocumentLogRegClassifierModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/classification/ReadablePretrainedDocumentLogRegClassifierModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentLogRegClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification.ReadablePretrainedDocumentMLClassifierModel" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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 51a3302017..0f69069a70 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.classification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.classification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.classification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.classification" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 894333f713..2cb8052983 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextRules</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextRules" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextRules" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextRules</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextRules" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextRules" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 1a7e6a00c0..87bf1f8f97 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 00737baec4..24db919c29 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserApproach.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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@@ -261,11 +261,11 @@ <h4 id="signature" class="signature">
 +-------------------------------------------------------------------------------------------------------------------------+
 |col                                                                                                                      |
 +-------------------------------------------------------------------------------------------------------------------------+
-|{chunk, <span class="num">32</span>, <span class="num">39</span>, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">0</span>}, []}                 |
-|{chunk, <span class="num">49</span>, <span class="num">50</span>, T5, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">0</span>}, []}                       |
-|{chunk, <span class="num">148</span>, <span class="num">156</span>, cT4bcN2M1, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">1</span>}, []}              |
-|{chunk, <span class="num">189</span>, <span class="num">194</span>, T?N3M1, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">2</span>}, []}                 |
-|{chunk, <span class="num">316</span>, <span class="num">323</span>, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">3</span>}, []}               |
+|{chunk, <span class="num">32</span>, <span class="num">39</span>, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">0</span>}, []}                 |
+|{chunk, <span class="num">49</span>, <span class="num">50</span>, T5, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">0</span>}, []}                       |
+|{chunk, <span class="num">148</span>, <span class="num">156</span>, cT4bcN2M1, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">1</span>}, []}              |
+|{chunk, <span class="num">189</span>, <span class="num">194</span>, T?N3M1, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">2</span>}, []}                 |
+|{chunk, <span class="num">316</span>, <span class="num">323</span>, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">3</span>}, []}               |
 +-------------------------------------------------------------------------------------------------------------------------+</pre></div><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p><a href="ContextualParserModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.context.ContextualParserModel">ContextualParserModel</a> for the trained model</p></span></dd></dl><div class="toggleContainer block">
           <span class="toggle">
             Linear Supertypes
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 57bdbc8099..210adf98ae 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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/context/ContextualParserModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel.html
index 16d8e16d36..6c9c2defe9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/ContextualParserModel.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/context/Dictionary.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/Dictionary.html
index c2dc33e3ba..b0e8defd4e 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/Dictionary.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/Dictionary.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.Dictionary</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.Dictionary" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.Dictionary" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.Dictionary</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.Dictionary" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.Dictionary" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/context/EntityDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/EntityDefinition.html
index 24f9ab3543..8e7274602b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/EntityDefinition.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/EntityDefinition.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.EntityDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.EntityDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.EntityDefinition" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/context/MatchExceptions.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchExceptions.html
index 5b26551e56..ebd018e2a7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchExceptions.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchExceptions</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchExceptions</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchExceptions" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/context/MatchPrefixSuffix.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchPrefixSuffix.html
index ac3bdbfb29..700add97e8 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchPrefixSuffix.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchPrefixSuffix.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchPrefixSuffix" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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/context/MatchRegex.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegex.html
index 7f3c5bb411..49951afa59 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegex.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegex.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchRegex</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchRegex</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegex" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/context/MatchRegexPerSentence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegexPerSentence.html
index cad2aae356..ed2157b86a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchRegexPerSentence.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchRegexPerSentence" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/context/MatchedToken.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchedToken.html
index 119fb2d358..dc54964cc9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/MatchedToken.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.MatchedToken</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.MatchedToken" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 918d39036c..da534ce96e 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ReadablePretrainedContextualParser" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context.ReadablePretrainedContextualParser" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context.ReadablePretrainedContextualParser</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context.ReadablePretrainedContextualParser" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/context/index.html
index ca5f8a9feb..fcf3b6750f 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.context" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.context" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.context</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.context" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.context" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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@@ -613,11 +613,11 @@ <h3>Type Members</h3>
 +-------------------------------------------------------------------------------------------------------------------------+
 |col                                                                                                                      |
 +-------------------------------------------------------------------------------------------------------------------------+
-|{chunk, <span class="num">32</span>, <span class="num">39</span>, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">0</span>}, []}                 |
-|{chunk, <span class="num">49</span>, <span class="num">50</span>, T5, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">0</span>}, []}                       |
-|{chunk, <span class="num">148</span>, <span class="num">156</span>, cT4bcN2M1, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">1</span>}, []}              |
-|{chunk, <span class="num">189</span>, <span class="num">194</span>, T?N3M1, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">2</span>}, []}                 |
-|{chunk, <span class="num">316</span>, <span class="num">323</span>, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">3</span>}, []}               |
+|{chunk, <span class="num">32</span>, <span class="num">39</span>, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">0</span>}, []}                 |
+|{chunk, <span class="num">49</span>, <span class="num">50</span>, T5, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">0</span>}, []}                       |
+|{chunk, <span class="num">148</span>, <span class="num">156</span>, cT4bcN2M1, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">1</span>}, []}              |
+|{chunk, <span class="num">189</span>, <span class="num">194</span>, T?N3M1, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">2</span>}, []}                 |
+|{chunk, <span class="num">316</span>, <span class="num">323</span>, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidence -&gt; <span class="num">1.00</span>, sentence -&gt; <span class="num">3</span>}, []}               |
 +-------------------------------------------------------------------------------------------------------------------------+</pre></div><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p><a href="ContextualParserModel.html" class="extype" name="com.johnsnowlabs.nlp.annotators.context.ContextualParserModel">ContextualParserModel</a> for the trained model</p></span></dd></dl></div>
     </li><li name="com.johnsnowlabs.nlp.annotators.context.ContextualParserModel" visbl="pub" class="indented0 " data-isabs="false" fullComment="yes" group="Ungrouped">
       <a id="ContextualParserModelextendsAnnotatorModel[com.johnsnowlabs.nlp.annotators.context.ContextualParserModel]withHasSimpleAnnotate[com.johnsnowlabs.nlp.annotators.context.ContextualParserModel]withCheckLicense"></a><a id="ContextualParserModel:ContextualParserModel"></a>
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.datasets" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationModel$.html
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 ec5f99e875..180b9667f8 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel.StringReplacement" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 ed21f9625a..7dfbb9460c 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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/DeIdentificationParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeIdentificationParams.html
index fc11c5dc31..d00a764f59 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeIdentificationParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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/DefaultRegex$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DefaultRegex$.html
index 6bce6fa867..1ef311ed2d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DefaultRegex$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DefaultRegex$.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DefaultRegex" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidApproachParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidApproachParams.html
index 3b468d8196..d13a009467 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidApproachParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidApproachParams.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeidApproachParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidModelParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidModelParams.html
index 29c65e93cb..11f2c57f56 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidModelParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DeidModelParams.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DeidModelParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder$.html
index 2ce26aee79..4ae1f2686a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder$.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder.html
index 5fc0b59fd7..ba8b7f5e8c 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/DocumentHashCoder.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.DocumentHashCoder" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Language$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Language$.html
index d3743e05c1..f1a5aa4fe6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Language$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Language$.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Language</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Language" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Language" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Language</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Language" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Language" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/MySentnece.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/MySentnece.html
index 90756d1231..5a8d3ed83d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/MySentnece.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/MySentnece.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.MySentnece</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.MySentnece</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.MySentnece" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscator.html
index ab73b5d7df..4e968079d5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscator.html
@@ -3,9 +3,9 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/NameChunkObfuscatorApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorApproach.html
index a6b39580e4..928a2a0e04 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorApproach.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscatorApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.NameChunkObfuscatorApproach" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/NameChunkObfuscatorParams.html
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+        <span id="doc-title">Spark NLP 5.1.1 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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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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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@@ -28,7 +28,7 @@
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         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorApproach.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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/deid/ObfuscatorAnnotatorModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorAnnotatorModel.html
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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/ObfuscatorParams$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorParams$.html
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+        <span id="doc-title">Spark NLP 5.1.1 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/ObfuscatorParams.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ObfuscatorParams.html
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@@ -28,7 +28,7 @@
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         <body>
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+        <span id="doc-title">Spark NLP 5.1.1 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/ReIdentification.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ReIdentification.html
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReIdentification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReIdentification" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/deid/ReadablePretrainedDeId.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/ReadablePretrainedDeId.html
index 1b0644f93a..91c6cbb8a4 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReadablePretrainedDeId" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReadablePretrainedDeId" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.ReadablePretrainedDeId" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 0f6951fb18..d727706bfa 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.ReadsFeatures" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/deid/Replacer$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer$.html
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Replacer" />
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@@ -28,7 +28,7 @@
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       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer.html
index fc011cefc0..e632082e55 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/Replacer.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Replacer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Replacer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.Replacer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.Replacer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.Replacer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 75c49aaefc..ac0517273f 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.SentenceMaxException" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 1690b53757..fe929ff986 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.StructuredDeidentification" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 6b3d266188..bd012c92b6 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.TextToDocumentColumns" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 316c8bd4a7..cbd22dfa70 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Age</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Age</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Age" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 2f022afec5..288ca00115 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ArabicUtils" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 fe0828bf92..3dd382b7f0 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Company</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Company</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Company" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 ed3a1e7f45..937a22f9cc 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Contact</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Contact</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Contact" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 a2a0f68d94..d0039696c0 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Addreses" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 0089ed1352..4031f81f59 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Cities$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Cities$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Cities" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html
index ace32d108c..5eb39596c9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Countries$.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Countries" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 acae2c9f52..263fd28cc9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Emails$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Emails$.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Emails" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 d3fd536584..07143f0f29 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.FirstName" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 1b34b86fcf..e5ff1e1ffb 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Hospitals" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 d76b48e6ba..1e949e88b8 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Names" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 70bcaa0a32..919f622931 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Professions" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 f783d213ae..190ec5bc9c 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Sex" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 d0a1ab8291..f8b11bdcdd 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.States" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 a0fea7e5f5..85e63b9897 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Streets" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 b463ef1cb4..0bb01a1cec 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Surnames" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html
index 11f73e7606..818c570aa9 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$$Usernames$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker.Usernames" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 618b478bca..be31e90f0f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Faker$.html
@@ -3,9 +3,9 @@
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           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Faker</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Faker" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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/FakerConfig$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/FakerConfig$.html
index c04b855b2f..6e19c88f66 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>
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfig" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 c0c07c040a..7c0703ed78 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.FakerConfigDefaults" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 3e40217a12..6c38eaf786 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Finance</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Finance</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Finance" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 a5b19d55b6..02f1d701a6 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Gender</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Gender</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Gender" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 f0760b0137..bb0f576643 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ID.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/ID.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ID</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.ID</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.ID" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 f8380d2034..6c31388c89 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Legal</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Legal</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Legal" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 ced72d1e92..8e3f9d31af 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Location.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/Location.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Location</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Location</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Location" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 fb7e6b8c04..f3e369f30e 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Person</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Person</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Person" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 69f430eedd..24b8e5704b 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 @@
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Profession</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.Profession</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.Profession" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 f71c1026b4..5f045b7a88 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.RandomsElements" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html
index dc68daef94..6bc82b0d7d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$$SeqImprovements.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil.SeqImprovements" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html
index 16fb6ba3a3..d0a23ed642 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/deid/faker/SelectionUtil$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.SelectionUtil" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 7b4c91750f..bc6f5371a8 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.URL</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker.URL</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker.URL" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 3aa7da7682..1418006523 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid.faker</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid.faker" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid.faker" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 f398d1a8de..e803c78eac 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.deid" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.deid</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.deid" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.deid" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 6f505113e9..8f2a2c5658 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 eeab8062bd..45550a67e9 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguator" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 3d84e7d063..b7a46bb55b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 cd6e295417..82ad500b8b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.NerDisambiguatorModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadDisambiguator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadDisambiguator.html
index b3741cb874..702c67bcd5 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadDisambiguator.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadDisambiguator" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 f5646b9731..2088312eb6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/ReadPretrainedNerDisambiguator.html
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.ReadPretrainedNerDisambiguator" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/SimpleDisambiguationPipeline.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.SimpleDisambiguationPipeline" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 4176625a50..e963be7fc7 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema.Record" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5d6a9ac5ed..ee215ef1d4 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.ContextMappingsSchema" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html
index ad0ba9f9c6..85883412e8 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguatedSentence.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguatedSentence" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Disambiguation.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Disambiguation.html
index 4abc9f5471..3b9be72449 100644
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@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Disambiguation" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguationResult.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$DisambiguationResult.html
index c61717b66c..12a6365057 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.DisambiguationResult" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Position.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Position.html
index 076131bc6a..c9cf7aa2a1 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Position" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$RawDisambiguationResult.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$RawDisambiguationResult.html
index 707a4b26f6..a26d4cc091 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.RawDisambiguationResult" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Sentence.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$Sentence.html
index 28763f21e7..fdaf0a4a90 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.Sentence" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$SentenceEmbeddingWithType.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/datatypes/DisambiguationDataTypes$$SentenceEmbeddingWithType.html
index a07a145d02..0da445a225 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes.SentenceEmbeddingWithType" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.DisambiguationDataTypes" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.datatypes.LinalgAliases" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.datatypes" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 a1617bb566..33a17fde83 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.linalg" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.linalg</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.linalg" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.linalg" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 1bd55f4741..c089099d9f 100644
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+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.linalg.ManifoldTopologyBreeze</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.linalg.ManifoldTopologyBreeze" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.AnnotationLogic" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.Knowledge" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.Knowledge</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.Knowledge" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.Knowledge" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.KvKnowledgeExtractor" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.Mappings" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.Mappings</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.Mappings" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.Mappings" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 3f75eb5f98..d187e3ec28 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic.Prediction" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic.Prediction</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic.Prediction" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic.Prediction" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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
index 2ea63781cf..a77bb43f49 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.PredictionLogic" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/EmbeddingsExtractor.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/EmbeddingsExtractor.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.EmbeddingsExtractor" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.EmbeddingsExtractor</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.EmbeddingsExtractor" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.EmbeddingsExtractor" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.PoolingLogic" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.PoolingLogic</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.PoolingLogic" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.PoolingLogic" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index de6b66d2e1..a8ee0e3827 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.BowPoolingExtractor" />
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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
index 364d4aaa7f..5bd03717c8 100644
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+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.BowPoolingExtractor</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.BowPoolingExtractor" />
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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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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.PoolingLogicBase" />
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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 5.1.1 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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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl.SentenceEmbeddingsExtractor" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/impl/index.html
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic.embeddings.impl" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/logic/embeddings/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.logic" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.logic</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.logic" />
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.CategoryToDomainMapping" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.CategoryToDomainMapping" />
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.DisambiguatorModelParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.DisambiguatorModelParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.DisambiguatorModelParams" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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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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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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 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/CosineMetrics.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/CosineMetrics.html
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+          <meta name="description" content="Spark NLP 5.1.1 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 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.CosineMetricsBreezeImpl" />
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-        <span id="doc-title">Spark NLP 5.1.0 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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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.Topology" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.linalg.Topology" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/linalg/index.html
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+          <meta name="description" content="Spark NLP 5.1.1 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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.KryoSerializer" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.KryoSerializer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.KryoSerializer" />
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/Reader.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/disambiguation/util/read/Reader.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.Reader" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.Reader" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.disambiguation.util.read.RocksDbReader" />
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+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageDisambiguatorHelper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageDisambiguatorHelper" />
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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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+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read.StorageLocatorDisambiguator" />
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-        <span id="doc-title">Spark NLP 5.1.0 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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-        <span id="doc-title">Spark NLP 5.1.0 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 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.disambiguation.util.read" />
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-        <span id="doc-title">Spark NLP 5.1.0 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 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.AverageEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/BertSentenceChunkEmbeddings$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/embeddings/BertSentenceChunkEmbeddings$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.BertSentenceChunkEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.EntityChunkEmbeddings" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 084b79329b..647795fd44 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ExtractiveSummarization" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.ExtractiveSummarization" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ExtractiveSummarization" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
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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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.ReadBertSentenceChunksTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.ReadBertSentenceChunksTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ReadBertSentenceChunksTensorflowModel" />
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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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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ReadEntityChunkEmbeddingsTensorflowModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.embeddings.ReadablePretrainedBertSentenceChunksModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.embeddings.ReadablePretrainedBertSentenceChunksModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.embeddings.ReadablePretrainedBertSentenceChunksModel" />
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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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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 5.1.1 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 5.1.1 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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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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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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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
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+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier.ReadablePretrainedGenericClassifier</title>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadsGenericClassifierGraph.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/generic_classifier/ReadsGenericClassifierGraph.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.generic_classifier</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.generic classifier" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.generic classifier" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 0f69071167..72d8d6d261 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/index.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 efd1d53318..a9f108e7c1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeApproach.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeApproach.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeApproach" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index bdf7d5d3aa..ba5f4f7d2a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel$.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 011300c97d..71d4eb601f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ChunkMergeModel.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ChunkMergeModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 168a9e3446..45e4768223 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ReadablePretrainedChunkMerge.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/ReadablePretrainedChunkMerge.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.ReadablePretrainedChunkMerge" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index db428510b0..4518f62b82 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableOrderingFeatures$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableOrderingFeatures$.html
index 42543a972e..bb3a4e3fd2 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableOrderingFeatures$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableOrderingFeatures$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableOrderingFeatures" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 9d50f44aee..3344fa5ed6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableSelectionStrategies$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/AvailableSelectionStrategies$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.AvailableSelectionStrategies" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e0cdfa7e7f..adc7e01de6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeCommonParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeCommonParams.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeCommonParams" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 628c4164ed..10c9b2786d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergeFeatureParams.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeFeatureParams" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 c7937630eb..1a34caeb33 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergePrioritizationParams.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/MergePrioritizationParams.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergePrioritizationParams" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params.MergeResourceParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/merge/params/index.html
index 236e5219e9..a6b81dc4cd 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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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.merge.params" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.merge.params</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.merge.params" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 31ce7935fe..90e71ea109 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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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.IOBTagger</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.IOBTagger</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 36805e8c3e..6e164f37a1 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="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.IOBTagger</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.IOBTagger</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.IOBTagger" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 a5e31cc8e5..176dc86061 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
         <div id="textfilter">
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerApproach.html
index f3fd66f543..706643f634 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/MedicalNerModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel$.html
index 51563d88c1..01bb50c545 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel$.html
@@ -3,9 +3,9 @@
         <head>
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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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/MedicalNerModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/MedicalNerModel.html
index 981967e24b..eed07e3a71 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.MedicalNerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 cdabd60c1b..baf69741b7 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NamedEntityConfidence" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 27d92132e6..8b443649f1 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 15d1cbcb50..0482369246 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerChunker</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerChunker" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/NerConverterInternal.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternal.html
index 3d8190ffb8..e29b0a6147 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternal" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 dbd33d39ac..e7d7f8e7b4 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/NerConverterInternalModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/NerConverterInternalModel.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerConverterInternalModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTaggedInternal" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 1a5fb7d988..233d48f4da 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTagsEncodingInternal" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 bc111e5933..e48e0bd5c6 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 db436eb255..87e0a6955a 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.NerTemplateRenderModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ReadZeroShotNerTensorflowModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadZeroShotNerTensorflowModel.html
index cc535c9819..a1a9252af4 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadZeroShotNerTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ReadablePretrainedMedicalNer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedMedicalNer.html
index 8824e3f73c..dea1955bd6 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedMedicalNer.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedMedicalNer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ReadablePretrainedZeroShotNer.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedZeroShotNer.html
index eea61e6780..e924a85a8b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadablePretrainedZeroShotNer.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadablePretrainedZeroShotNer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ReadsMedicalNerGraph.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadsMedicalNerGraph.html
index 013244b82d..07b4830b91 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/ReadsMedicalNerGraph.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ReadsMedicalNerGraph" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index f28d0f844b..4bcbacab1c 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.WithMedicalNerGraphResolver" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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
index 5592ba74b3..11977ad876 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner.ZeroShotNerModel" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/ner/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.ner" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.ner</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.ner" />
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+        <span id="doc-title">Spark NLP 5.1.1 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 0cfc9a0359..94fa6d1d1e 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.DateHelper" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.DateHelper</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.DateHelper" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.DateHelper" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.DateNormalizer" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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 4aee9c3e7c..ed88ffe7c0 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer.MyCalendar" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.normalizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.normalizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.normalizer" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.params.FilteringParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.params.FilteringParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.params.FilteringParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.params.FilteringParams" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.params.SourceTrackingMetadataParams" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.params" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.params</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.params" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.params" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.GPTGenerationParams" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/MedicalQuestionAnswering$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.MedicalQuestionAnswering" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e43fc702c4..e37d6e472a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/NerQuestionGenerator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/NerQuestionGenerator.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.NerQuestionGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 9698c1ab6a..43a78c0bbf 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadMedicalQuestionAnsweringModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 64e036aff3..82528cd672 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/ReadablePretrainedMedicalQuestionAnsweringModel.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa.ReadablePretrainedMedicalQuestionAnsweringModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 6391356caa..65c12e5652 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/qa/index.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.qa" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.qa</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.qa" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.qa" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 4810cd2691..afc803d74d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/BertREConfig.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/BertREConfig.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.BertREConfig</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.BertREConfig</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.BertREConfig" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 75f4c1e616..5737e42680 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/DLRelationInstance.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/DLRelationInstance.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.DLRelationInstance</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.DLRelationInstance</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.DLRelationInstance" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 55ac0e2c32..e6818babed 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/GenericREModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/GenericREModel.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.GenericREModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.GenericREModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.GenericREModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 af825136b8..8d5b05238d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/PosologyREModel.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.PosologyREModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.PosologyREModel" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5990cdd5a6..985a26aeef 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REDataEncoder.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REDataEncoder.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.REDataEncoder</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REDataEncoder" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REDataEncoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.REDataEncoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REDataEncoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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$.html
index e872b19fa1..2611ed6746 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/REFeatureGenerator$.html
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.REFeatureGenerator" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 d9e247d6be..9a98a0f4ae 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RENerChunksFilter" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 d6ef253d2d..e3f7ed6aa7 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 @@
         <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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadRelationExtractionDLModelTensorflowModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ReadZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadZeroShotRelationExtractionModel.html
index 0fbaa132c7..b04f9b378c 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 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/ReadablePretrainedRelationExtractionDLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ReadablePretrainedRelationExtractionDLModel.html
index b04df84d5c..a77e1c045a 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedRelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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 1be38baa4a..889aeb2789 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ReadablePretrainedZeroShotRelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/re/RelationDirection$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationDirection$.html
index 856a9a4627..503349663a 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationDirection$.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationDirection</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationDirection</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationDirection" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationEncoding.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationEncoding.html
index e9a678abb0..4171e95ba4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationEncoding.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationEncoding</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationEncoding</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationEncoding" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach$.html
index 0ec94855f6..f634aece18 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionApproach.html
index b2fcdca8c6..30590eae7e 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 7f2bae3d2d..1f22d54c9c 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel.html
index 92c915b704..432e057e4b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionDLModel.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionDLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/re/RelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionModel$.html
index 0ab4c9517c..b96e7b556f 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationExtractionModel.html
index f25e0fbe16..b6d81616b6 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationExtractionModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationInstance.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/RelationInstance.html
index fea43c4557..1fe56c1cd4 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationInstance" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.RelationInstance</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.RelationInstance" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.re.RelationInstance" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel$.html
index b009dea1b3..c6cd8bc044 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/ZeroShotRelationExtractionModel.html
index 022875f49d..a462f60821 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re.ZeroShotRelationExtractionModel" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/re/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.re" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.re</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.re" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ConfidenceFunction$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ConfidenceFunction$.html
index b2d261be68..de7c6a01df 100644
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+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ConfidenceFunction</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ConfidenceFunction" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/DistanceFunction$.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/DistanceFunction$.html
index c102e8f83a..e6f17b87bc 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.DistanceFunction" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.DistanceFunction</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.DistanceFunction" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/DistanceResult.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/DistanceResult.html
index 78b54e42a8..d82e6c3591 100644
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+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.DistanceResult</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.DistanceResult" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 0c01cd31ab..6fd61ab80f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JDataReader.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JDataReader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JDataReader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JDataReader" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeComponent" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeData" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 1dac0369e5..190ef88ce9 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/JTreeReader.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeReader</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeReader" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeReader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeReader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeReader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeReader" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e8fd13c017..96cbe597bd 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.JTreeWriter" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 8d4ac78348..54311b40b8 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.PoolingStrategy" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 7d6afbd7ad..06f2016d11 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ReadablePretrainedSentenceEntityResolver" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 8e477f0bc9..35c9143e14 100644
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@@ -3,9 +3,9 @@
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e7f2d27870..e2caaf1ceb 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/Resolution2Chunk.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.Resolution2Chunk" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 fbafebb4db..de2e39213a 100644
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 80b19acc45..8227acd596 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/ResolverMerger.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.ResolverMerger" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index 4e90a4d79f..d766ae65f1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverApproach.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverApproach</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverApproach" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverApproach</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverApproach" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverApproach" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 f3dce89e54..c7f4ce427a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverModel$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 6c1ac67127..df1aa04cbc 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/resolution/SentenceEntityResolverModel.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.SentenceEntityResolverModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 1bfc1bef36..739e289f38 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.TreeData" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.TreeData" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.resolution.TreeData</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.TreeData" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.resolution.TreeData" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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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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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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+        <span id="doc-title">Spark NLP 5.1.1 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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+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.resolution.util" />
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+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalEncoderDecoder" />
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+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 dcee268575..22631e7c88 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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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalSummarizer" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 d2fd731fff..c0c49dfcb7 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 3b575e1afc..d109db9074 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.MedicalTextGenerator" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 65c358e712..a5e925f276 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ModelTypes" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 4f9f83ede5..69e65b5b7f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalEncoderDecoderModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalEncoderDecoderModel.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalEncoderDecoderModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 927e2adabe..09362c154e 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalMedicalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 aba72757ab..e0572f646f 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalText2SQLModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadMedicalText2SQLModel.html
@@ -3,9 +3,9 @@
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadMedicalText2SQLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 40de83ae35..158ad3653a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalSummarizerModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalSummarizerModel.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalSummarizerModel" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalTextGenerator.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalTextGenerator.html
index d33a7f9b99..dec15a6a87 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalTextGenerator.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedMedicalTextGenerator.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedMedicalTextGenerator" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
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       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedText2SQLModel.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedText2SQLModel.html
index 1fa89f5a1d..ab69025d64 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedText2SQLModel.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/ReadablePretrainedText2SQLModel.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.ReadablePretrainedText2SQLModel" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 a7b953c209..271c233eaa 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 6c873ef453..195bf74edf 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/Text2SQL.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq.Text2SQL" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
index c67c3290f4..0423183a1b 100644
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+++ b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/seq2seq/index.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.seq2seq</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.seq2seq" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.seq2seq" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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
index 98061af04a..50e14a4223 100644
--- a/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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer.BioGPTTokenizer" />
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@@ -28,7 +28,7 @@
         </head>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/index.html
index 1398419428..e52fdc05cf 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/tokenizer/index.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.tokenizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.tokenizer" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.tokenizer" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 b7a28a5d1b..1c69de79b0 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 54922a558f..cee017a4b8 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.WindowedSentenceModel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 73a14f28e3..231a4fdbc7 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/index.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 d1f869b20d..b0b72062e2 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/annotators/windowed/params/WindowedParams.html
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@@ -3,9 +3,9 @@
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params.WindowedParams" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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 c14df004e5..c626a421c1 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.annotators.windowed.params</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.annotators.windowed.params" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.annotators.windowed.params" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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
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--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseChunk.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseChunk</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseChunk" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.BaseChunk" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseChunk</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseChunk" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.BaseChunk" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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 4b3448c28d..a890aa0abe 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/BaseToken.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseToken</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseToken" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.BaseToken" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.BaseToken</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.BaseToken" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.BaseToken" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics.TpFnFp" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 680036aa0a..bb88136d4d 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationMetrics.html
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           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationMetrics</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationMetrics" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2b210071c7..89be225dab 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/EvaluationModes$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationModes</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationModes" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationModes" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.EvaluationModes</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.EvaluationModes" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.EvaluationModes" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 4c35b8803b..0c830f508f 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.HasBeginEnd</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.HasBeginEnd" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.HasBeginEnd" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.HasBeginEnd</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.HasBeginEnd" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.HasBeginEnd" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2d11d6a3d7..23abc02adf 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.POSEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.POSEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.POSEvaluation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.POSEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.POSEvaluation" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.POSEvaluation" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 2a6939a4fa..c19b14d7d0 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 73cf9e10d6..28d709e10f 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerCrfEvaluation" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 6861472b4b..cb693ffd47 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLEvaluation" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5676a1a034..10078b24a6 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.ner.NerDLMetrics" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5dd7a66703..58075a8bc1 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.ner" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.ner" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.ner</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.ner" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.ner" />
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@@ -28,7 +28,7 @@
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         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 002b2f4472..2b1c1bae44 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/resolution/EvalEntityResolver.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.resolution.EvalEntityResolver" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.resolution" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.resolution</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.resolution" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.resolution" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 bdb028487a..7b7177cbdc 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/eval/spell/NorvigSpellEvaluation.html
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.NorvigSpellEvaluation" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 9f9698d180..70def81b07 100644
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@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.spell.SymSpellEvaluation" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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 e967e198fc..ec21d97418 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.spell" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.spell</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.spell" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 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 d261a60dbe..b9513de8b2 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.GoldTokenizer</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.util.GoldTokenizer" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.GoldTokenizer</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.util.GoldTokenizer" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 f03ba00a27..a18652560a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.util.LoggingData" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.LoggingData</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.util.LoggingData" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.util.LoggingData" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 6074d0cb41..32c836d709 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.TagsMetrics</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.util.TagsMetrics" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.util.TagsMetrics</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.util.TagsMetrics" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/util/index.html
index 83662156f7..0cd593dc7b 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.eval.util</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.util" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.util</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.util" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/eval/utils$.html b/docs/licensed/api/com/johnsnowlabs/nlp/eval/utils$.html
index 41cc3199cd..54692a8079 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.eval.utils" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.eval.utils</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.eval.utils" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.eval.utils" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/jsl/AnnotatorType$.html b/docs/licensed/api/com/johnsnowlabs/nlp/jsl/AnnotatorType$.html
index 338b0c9363..9e33400251 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.jsl.AnnotatorType</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.jsl.AnnotatorType" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.jsl.AnnotatorType</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.jsl.AnnotatorType" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.jsl.AnnotatorType" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.jsl.HCC</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.jsl.HCC" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.jsl.HCC</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.jsl.HCC" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.jsl.HCC" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 ad9fc1485e..a1cd9735f2 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.jsl.SparkNLP</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.jsl.SparkNLP" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.jsl.SparkNLP" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.jsl.SparkNLP</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.jsl.SparkNLP" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.jsl.SparkNLP" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc com.johnsnowlabs.nlp.jsl.functions" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.jsl.functions</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.jsl.functions" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.jsl.functions" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5.1.0 ScalaDoc com.johnsnowlabs.nlp.jsl" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.jsl</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.jsl" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.jsl" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 f7421877aa..6fffc3f136 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.CustomLabels" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 faaa1e3fb0..18b327dc71 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/CustomLabels.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.param.CustomLabels" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.CustomLabels</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.CustomLabels" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.CustomLabels" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 97ff9befe8..e5ee2838d4 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/DictionaryParam.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.param.DictionaryParam</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.param.DictionaryParam" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.DictionaryParam" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.DictionaryParam</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.DictionaryParam" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.DictionaryParam" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 e2df32eac4..b8a87cdc4b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.EntityWeights</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.EntityWeights" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 9e3e5be9e9..ca8329cd4c 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.param.EntityWeights" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.EntityWeights</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.EntityWeights" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.EntityWeights" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 5dc7d7f85c..4c33e4176d 100644
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 fa083deed1..eb4ccbd755 100644
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-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.RelationalCategories</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.RelationalCategories" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.RelationalCategories" />
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 3b66ad4e7c..f9f7f720e1 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/SerializedDictionaryParam.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.param.SerializedDictionaryParam</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.SerializedDictionaryParam" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.SerializedDictionaryParam</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.SerializedDictionaryParam" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.SerializedDictionaryParam" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities$.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities$.html
index a3e465fce0..ca7bc894cd 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.param.TargetEntities</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.param.TargetEntities" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.TargetEntities</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.TargetEntities" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities.html b/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities.html
index fa654965b3..4ce7fb478a 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/param/TargetEntities.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.param.TargetEntities</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.param.TargetEntities" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param.TargetEntities</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param.TargetEntities" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param.TargetEntities" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.param</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.param" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.param" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.param</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.param" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.param" />
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@@ -28,7 +28,7 @@
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalResourceDownloader$.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalResourceDownloader$.html
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--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalResourceDownloader$.html
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalResourceDownloader" />
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@@ -28,7 +28,7 @@
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         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsPythonResourceDownloader$.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsPythonResourceDownloader$.html
index 741d51b7db..f00ef9136b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsPythonResourceDownloader$.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsPythonResourceDownloader$.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsPythonResourceDownloader" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsS3ResourceDownloader.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsS3ResourceDownloader.html
index 52b5c908b0..eb767a919b 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsS3ResourceDownloader.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/InternalsS3ResourceDownloader.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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.pretrained.InternalsS3ResourceDownloader" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/ThreadSafeDownloader.html b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/ThreadSafeDownloader.html
index f94f157393..dbdbfa1a8d 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.pretrained.ThreadSafeDownloader" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 79405732f5..2d238367da 100644
--- a/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/index.html
+++ b/docs/licensed/api/com/johnsnowlabs/nlp/pretrained/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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.pretrained</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.pretrained" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.pretrained" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.pretrained</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.pretrained" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.pretrained" />
           <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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 6ff1c836d9..361d0fd25d 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationDefinition</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationDefinition" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationDefinition" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationDefinition" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationDefinition" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 6644317fa2..dd7927be0a 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationToolJsonReader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/AnnotationValue.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValue.html
index 0ed22c55c8..86cd54cf1e 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValue</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValue" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValue" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValue</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValue" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/AnnotationValueChoices.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueChoices.html
index b1a13d9bf6..fa8b27dc0c 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueChoices</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueChoices</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueChoices" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/AnnotationValueLabel.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/AnnotationValueLabel.html
index 9e98827445..1c0a7b7576 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueLabel</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.AnnotationValueLabel</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.AnnotationValueLabel" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 0389553ea3..d6095f121c 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 name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.training.AugmentationModes</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.training.AugmentationModes" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.AugmentationModes" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.AugmentationModes</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.AugmentationModes" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/CantemistReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/CantemistReader.html
index bc0b68a699..52438e00ae 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.training.CantemistReader</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.training.CantemistReader" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.CantemistReader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.CantemistReader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.CantemistReader" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 5bcedfa774..2ccd7f8212 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 5.1.0 ScalaDoc  - com.johnsnowlabs.nlp.training.CasingFunctions</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.nlp.training.CasingFunctions" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.CasingFunctions" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.CasingFunctions</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.CasingFunctions" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.nlp.training.CasingFunctions" />
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@@ -28,7 +28,7 @@
         </head>
         <body>
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-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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 c2aff15d4c..3e2925b496 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.CodiEspReader" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.CodiEspReader" />
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@@ -28,7 +28,7 @@
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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 973d1e1ed8..a3b83edd4a 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 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 a603a40154..3660ef5aeb 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.CreatorPipeline" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.CreatorPipeline</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.CreatorPipeline" />
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@@ -28,7 +28,7 @@
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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 453755e959..29e5011213 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.NerAnnotationDefinition" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.NerAnnotationDefinition" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 be4e2e924d..62c29d5843 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.RelAnnotationDefinition" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymAugmentationUMLS.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymAugmentationUMLS.html
index 73c4a2ffb9..3bacf84233 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.SynonymAugmentationUMLS" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.SynonymAugmentationUMLS" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymSources$.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/SynonymSources$.html
index 6e8251156b..79282b0d12 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.SynonymSources" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.SynonymSources" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDataDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDataDefinition.html
index 22bb2c6486..31ff86976f 100644
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.TaskDataDefinition" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDefinition.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskDefinition.html
index 6e56f96b77..fc5955b82d 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.TaskDefinition" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.TaskDefinition</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.TaskDefinition" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskReader.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/TaskReader.html
index 1c7469eeca..d4298f8c4b 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.TaskReader" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.TaskReader</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.TaskReader" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/TokenRow.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/TokenRow.html
index ff9e6de78a..c90c39f1ef 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.TokenRow" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.nlp.training.TokenRow</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.nlp.training.TokenRow" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/UDFHelper$.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/UDFHelper$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training.UDFHelper" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/nlp/training/index.html b/docs/licensed/api/com/johnsnowlabs/nlp/training/index.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.nlp.training" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.storage.JSLDatabase</title>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.storage.JSLDatabase" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.storage.JSLDatabase</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.storage.JSLDatabase" />
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@@ -28,7 +28,7 @@
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diff --git a/docs/licensed/api/com/johnsnowlabs/storage/index.html b/docs/licensed/api/com/johnsnowlabs/storage/index.html
index ff5d6a7fff..85d6eb1078 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.storage" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.storage</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.storage" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/Compatibility.html b/docs/licensed/api/com/johnsnowlabs/util/Compatibility.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.Compatibility" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.Compatibility</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.Compatibility" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/HadoopOperations$.html b/docs/licensed/api/com/johnsnowlabs/util/HadoopOperations$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.HadoopOperations" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.HadoopOperations" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/HashUtil$.html b/docs/licensed/api/com/johnsnowlabs/util/HashUtil$.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.HashUtil" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.HashUtil" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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diff --git a/docs/licensed/api/com/johnsnowlabs/util/InternalS3ResourceDownloader.html b/docs/licensed/api/com/johnsnowlabs/util/InternalS3ResourceDownloader.html
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.InternalS3ResourceDownloader" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.InternalS3ResourceDownloader" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.JSLBuild" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.JSLBuild</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.JSLBuild" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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
index 09cf437707..dd66aa7502 100644
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.LibrarySettings" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.LibrarySettings</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.LibrarySettings" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.ModelTracer" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.ModelTracer" />
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@@ -28,7 +28,7 @@
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.PythonUpdateModels" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.PythonUpdateModels</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.PythonUpdateModels" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.ResourceMetadataFolder" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.ResourceMetadataFolder" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.UpdateModels" />
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+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.UpdateModels" />
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+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.WithStart" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.WithStart</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.WithStart" />
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-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.wmd4j.FrequencyVector" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.wmd4j.FrequencyVector</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.wmd4j.FrequencyVector" />
+          <meta name="keywords" content="Spark NLP 5.1.1 ScalaDoc com.johnsnowlabs.util.wmd4j.FrequencyVector" />
           <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
           
       
@@ -28,7 +28,7 @@
         </head>
         <body>
       <div id="search">
-        <span id="doc-title">Spark NLP 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span 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/SparkNLPWordVectors.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/SparkNLPWordVectors.html
index d9870ca6ab..18578d8514 100644
--- a/docs/licensed/api/com/johnsnowlabs/util/wmd4j/SparkNLPWordVectors.html
+++ b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/SparkNLPWordVectors.html
@@ -3,9 +3,9 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.wmd4j.SparkNLPWordVectors" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/util/wmd4j/WordMovers.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/WordMovers.html
index 2554ea6ad5..988d108a88 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 5.1.0 ScalaDoc  - com.johnsnowlabs.util.wmd4j.WordMovers</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.util.wmd4j.WordMovers" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.wmd4j.WordMovers" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.wmd4j.WordMovers</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.wmd4j.WordMovers" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/util/wmd4j/WordVectors.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/WordVectors.html
index 68d548ae16..ba5a3ffd42 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 @@
         <head>
           <meta http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.util.wmd4j.WordVectors</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.util.wmd4j.WordVectors" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.wmd4j.WordVectors" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.wmd4j.WordVectors</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.wmd4j.WordVectors" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
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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 3e6ffa0f86..d230251e63 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 name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.util.wmd4j.emd.EarthMovers</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.util.wmd4j.emd.EarthMovers" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.wmd4j.emd.EarthMovers" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.wmd4j.emd.EarthMovers</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.wmd4j.emd.EarthMovers" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/util/wmd4j/emd/index.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/emd/index.html
index 9210593ea8..5877dfff76 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 5.1.0 ScalaDoc  - com.johnsnowlabs.util.wmd4j.emd</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.util.wmd4j.emd" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.wmd4j.emd" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.wmd4j.emd</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.wmd4j.emd" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></span>
         <span class="close-results"><span class="left">&lt;</span> Back</span>
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           <span class="input">
diff --git a/docs/licensed/api/com/johnsnowlabs/util/wmd4j/index.html b/docs/licensed/api/com/johnsnowlabs/util/wmd4j/index.html
index 94dd13a487..1e1ad7e11b 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 http-equiv="X-UA-Compatible" content="IE=edge" />
           <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
-          <title>Spark NLP 5.1.0 ScalaDoc  - com.johnsnowlabs.util.wmd4j</title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc - com.johnsnowlabs.util.wmd4j" />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc com.johnsnowlabs.util.wmd4j" />
+          <title>Spark NLP 5.1.1 ScalaDoc  - com.johnsnowlabs.util.wmd4j</title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc - com.johnsnowlabs.util.wmd4j" />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 ScalaDoc<span id="doc-version"></span></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 6fccd6702e..ad0cdb81e0 100644
--- a/docs/licensed/api/index.html
+++ b/docs/licensed/api/index.html
@@ -3,9 +3,9 @@
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-          <title>Spark NLP 5.1.0 ScalaDoc </title>
-          <meta name="description" content="Spark NLP 5.1.0 ScalaDoc " />
-          <meta name="keywords" content="Spark NLP 5.1.0 ScalaDoc " />
+          <title>Spark NLP 5.1.1 ScalaDoc </title>
+          <meta name="description" content="Spark NLP 5.1.1 ScalaDoc " />
+          <meta name="keywords" content="Spark NLP 5.1.1 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 5.1.0 ScalaDoc<span id="doc-version"></span></span>
+        <span id="doc-title">Spark NLP 5.1.1 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/index.js b/docs/licensed/api/index.js
index 75a5c7a957..4472a8c7b5 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]]", 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diff --git a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
index 697efe05a5..a829228f90 100644
--- a/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
+++ b/docs/licensed/api/python/reference/autosummary/sparknlp_jsl/annotator/context/contextual_parser/index.html
@@ -527,18 +527,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
 <span class="gp">&gt;&gt;&gt; </span><span class="n">result</span><span class="o">.</span><span class="n">selectExpr</span><span class="p">(</span><span class="s2">&quot;explode(entity)&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="n">truncate</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 </pre></div>
 </div>
-<table class="table">
-<tbody>
-<tr class="row-odd"><td><p>col</p></td>
-</tr>
-<tr class="row-even"><td><p>{chunk, 32, 39, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; 1.00, sentence -&gt; 0}, []}
-{chunk, 49, 50, T5, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; 1.00, sentence -&gt; 0}, []}
-{chunk, 148, 156, cT4bcN2M1, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; 1.00, sentence -&gt; 1}, []}
-{chunk, 189, 194, T?N3M1, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; 1.00, sentence -&gt; 2}, []}
-{chunk, 316, 323, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; 1.00, sentence -&gt; 3}, []}</p></td>
-</tr>
-</tbody>
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 <dl class="py attribute">
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@@ -755,18 +743,6 @@ <h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headin
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-{chunk, 148, 156, cT4bcN2M1, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; 1.00, sentence -&gt; 1}, []}
-{chunk, 189, 194, T?N3M1, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; 1.00, sentence -&gt; 2}, []}
-{chunk, 316, 323, pT1bN0M0, {field -&gt; Stage, normalized -&gt; , confidenceValue -&gt; 1.00, sentence -&gt; 3}, []}</p></td>
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class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</span></code>", "<code 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 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>", 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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 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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.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 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"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"]], "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, 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"sparknlp_jsl.functions.profileV22Y18"]], "profilev22y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y19"]], "profilev22y20() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y20"]], "profilev22y21() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y21"]], "profilev22y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y22"]], "profilev23() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23"]], "profilev23y18() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23Y18"]], "profilev23y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23Y19"]], "profilev24() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24"]], "profilev24y17() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y17"]], "profilev24y18() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y18"]], "profilev24y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y19"]], "profilev24y20() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y20"]], "profilev24y21() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y21"]], "profilev24y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y22"]], "profilev28() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV28"]], "profilev28y24() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV28Y24"]], "sparknlp_jsl.functions": [[162, "module-sparknlp_jsl.functions"]], "annotators (in module sparknlp_jsl)": [[163, "sparknlp_jsl.annotators"]], "get_credentials() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.get_credentials"]], "library_settings() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.library_settings"]], "pub_version() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.pub_version"]], "size_regex (in module sparknlp_jsl)": [[163, "sparknlp_jsl.size_regex"]], "sparknlp_jsl": [[163, "module-sparknlp_jsl"]], "start() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.start"]], "transformer_seq_classification (in module sparknlp_jsl)": [[163, "sparknlp_jsl.transformer_seq_classification"]], "version() (in module sparknlp_jsl)": [[163, "sparknlp_jsl.version"]], "version_regex (in module sparknlp_jsl)": [[163, "sparknlp_jsl.version_regex"]], "customlabels() (in module sparknlp_jsl.internal)": [[164, "sparknlp_jsl.internal.CustomLabels"]], "entityweights() (in module sparknlp_jsl.internal)": [[164, "sparknlp_jsl.internal.EntityWeights"]], "relationalcategories() (in module sparknlp_jsl.internal)": [[164, "sparknlp_jsl.internal.RelationalCategories"]], "targetentities() (in module sparknlp_jsl.internal)": [[164, "sparknlp_jsl.internal.TargetEntities"]], "sparknlp_jsl.internal": [[164, "module-sparknlp_jsl.internal"]], "assertiondlapproach (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[165, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLApproach"]], "assertiondlmodel (class in sparknlp_jsl.legal.chunk_classification.assertion.assertiondl)": [[165, "sparknlp_jsl.legal.chunk_classification.assertion.assertionDL.AssertionDLModel"]], "sparknlp_jsl.legal.chunk_classification.assertion.assertiondl": [[165, "module-sparknlp_jsl.legal.chunk_classification.assertion.assertionDL"]], "sparknlp_jsl.legal.chunk_classification.assertion": [[166, "module-sparknlp_jsl.legal.chunk_classification.assertion"]], "deidentification (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[167, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentification"]], "deidentificationmodel (class in sparknlp_jsl.legal.chunk_classification.deid.deidentification)": [[167, "sparknlp_jsl.legal.chunk_classification.deid.deIdentification.DeIdentificationModel"]], "sparknlp_jsl.legal.chunk_classification.deid.deidentification": [[167, "module-sparknlp_jsl.legal.chunk_classification.deid.deIdentification"]], "legaldocumenthashcoder (class in sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder)": [[168, "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder"]], "setidcolumn() (legaldocumenthashcoder method)": [[168, "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder.LegalDocumentHashCoder.setIdColumn"]], "sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder": [[168, "module-sparknlp_jsl.legal.chunk_classification.deid.document_hashcoder"]], "sparknlp_jsl.legal.chunk_classification.deid": [[169, "module-sparknlp_jsl.legal.chunk_classification.deid"]], "sparknlp_jsl.legal.chunk_classification": [[170, "module-sparknlp_jsl.legal.chunk_classification"]], "chunkmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[171, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperApproach"]], "chunkmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper)": [[171, "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper.ChunkMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper": [[171, "module-sparknlp_jsl.legal.chunk_classification.resolution.chunkmapper"]], "docmapperapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[172, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperApproach"]], "docmappermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.docmapper)": [[172, "sparknlp_jsl.legal.chunk_classification.resolution.docmapper.DocMapperModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.docmapper": [[172, "module-sparknlp_jsl.legal.chunk_classification.resolution.docmapper"]], "sparknlp_jsl.legal.chunk_classification.resolution": [[173, "module-sparknlp_jsl.legal.chunk_classification.resolution"]], "sentenceentityresolverapproach (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[174, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverApproach"]], "sentenceentityresolvermodel (class in sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver)": [[174, "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver.SentenceEntityResolverModel"]], "sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver": [[174, "module-sparknlp_jsl.legal.chunk_classification.resolution.sentence_entity_resolver"]], "sparknlp_jsl.legal.graph": [[175, "module-sparknlp_jsl.legal.graph"]], "sparknlp_jsl.legal.graph.relation_extraction": [[176, "module-sparknlp_jsl.legal.graph.relation_extraction"]], "relationextractiondlmodel (class in sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl)": [[177, "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl.RelationExtractionDLModel"]], "sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl": [[177, "module-sparknlp_jsl.legal.graph.relation_extraction.relation_extraction_dl"]], "zeroshotrelationextractionmodel (class in sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction)": [[178, "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction.ZeroShotRelationExtractionModel"]], "sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction": [[178, "module-sparknlp_jsl.legal.graph.relation_extraction.zero_shot_relation_extraction"]], "sparknlp_jsl.legal": [[179, "module-sparknlp_jsl.legal"]], "sparknlp_jsl.legal.sequence_classification": [[180, "module-sparknlp_jsl.legal.sequence_classification"]], "legalbertforsequenceclassification (class in sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification"]], "loadsavedmodel() (legalbertforsequenceclassification static method)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertforsequenceclassification static method)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.loadSavedModelOpenSource"]], "name (legalbertforsequenceclassification attribute)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.name"]], "pretrained() (legalbertforsequenceclassification static method)": [[181, "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification.LegalBertForSequenceClassification.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification": [[181, "module-sparknlp_jsl.legal.sequence_classification.legal_bert_for_sequence_classification"]], "legalclassifierdlapproach (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[182, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLApproach"]], "legalclassifierdlmodel (class in sparknlp_jsl.legal.sequence_classification.legal_classifier_dl)": [[182, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel"]], "name (legalclassifierdlmodel attribute)": [[182, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.name"]], "pretrained() (legalclassifierdlmodel static method)": [[182, "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl.LegalClassifierDLModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_classifier_dl": [[182, "module-sparknlp_jsl.legal.sequence_classification.legal_classifier_dl"]], "legaldocumentmlclassifierapproach (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[183, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierApproach"]], "legaldocumentmlclassifiermodel (class in sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier)": [[183, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel"]], "name (legaldocumentmlclassifiermodel attribute)": [[183, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.name"]], "pretrained() (legaldocumentmlclassifiermodel static method)": [[183, "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier.LegalDocumentMLClassifierModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier": [[183, "module-sparknlp_jsl.legal.sequence_classification.legal_document_ml_classifier"]], "legalfewshotclassifierapproach (class in sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierApproach"]], "legalfewshotclassifiermodel (class in sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel"]], "name (legalfewshotclassifierapproach attribute)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierApproach.name"]], "name (legalfewshotclassifiermodel attribute)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel.name"]], "pretrained() (legalfewshotclassifiermodel static method)": [[184, "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier.LegalFewShotClassifierModel.pretrained"]], "sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier": [[184, "module-sparknlp_jsl.legal.sequence_classification.legal_few_shot_classifier"]], "sparknlp_jsl.legal.sequence_generation": [[185, "module-sparknlp_jsl.legal.sequence_generation"]], "legalencoderdecoder (class in sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder)": [[186, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder"]], "name (legalencoderdecoder attribute)": [[186, "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder.LegalEncoderDecoder.name"]], "sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder": [[186, "module-sparknlp_jsl.legal.sequence_generation.legal_encoder_decoder"]], "legalquestionanswering (class in sparknlp_jsl.legal.sequence_generation.legal_qa)": [[187, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering"]], "loadsavedmodel() (legalquestionanswering static method)": [[187, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.loadSavedModel"]], "name (legalquestionanswering attribute)": [[187, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.name"]], "pretrained() (legalquestionanswering static method)": [[187, "sparknlp_jsl.legal.sequence_generation.legal_qa.LegalQuestionAnswering.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_qa": [[187, "module-sparknlp_jsl.legal.sequence_generation.legal_qa"]], "legalsummarizer (class in sparknlp_jsl.legal.sequence_generation.legal_summarizer)": [[188, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer"]], "loadsavedmodel() (legalsummarizer static method)": [[188, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.loadSavedModel"]], "name (legalsummarizer attribute)": [[188, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.name"]], "pretrained() (legalsummarizer static method)": [[188, "sparknlp_jsl.legal.sequence_generation.legal_summarizer.LegalSummarizer.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_summarizer": [[188, "module-sparknlp_jsl.legal.sequence_generation.legal_summarizer"]], "legaltextgenerator (class in sparknlp_jsl.legal.sequence_generation.legal_text_generator)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator"]], "loadsavedmodel() (legaltextgenerator static method)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.loadSavedModel"]], "name (legaltextgenerator attribute)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.name"]], "pretrained() (legaltextgenerator static method)": [[189, "sparknlp_jsl.legal.sequence_generation.legal_text_generator.LegalTextGenerator.pretrained"]], "sparknlp_jsl.legal.sequence_generation.legal_text_generator": [[189, "module-sparknlp_jsl.legal.sequence_generation.legal_text_generator"]], "legalnerquestiongenerator (class in sparknlp_jsl.legal.sequence_generation.qa_ner_generator)": [[190, "sparknlp_jsl.legal.sequence_generation.qa_ner_generator.LegalNerQuestionGenerator"]], "sparknlp_jsl.legal.sequence_generation.qa_ner_generator": [[190, "module-sparknlp_jsl.legal.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.legal.token_classification": [[191, "module-sparknlp_jsl.legal.token_classification"]], "sparknlp_jsl.legal.token_classification.ner": [[192, "module-sparknlp_jsl.legal.token_classification.ner"]], "legalbertfortokenclassification (class in sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification"]], "loadsavedmodel() (legalbertfortokenclassification static method)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModel"]], "loadsavedmodelopensource() (legalbertfortokenclassification static method)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.loadSavedModelOpenSource"]], "name (legalbertfortokenclassification attribute)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.name"]], "pretrained() (legalbertfortokenclassification static method)": [[193, "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier.LegalBertForTokenClassification.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier": [[193, "module-sparknlp_jsl.legal.token_classification.ner.legal_bert_for_token_classifier"]], "legalnerapproach (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerApproach"]], "legalnermodel (class in sparknlp_jsl.legal.token_classification.ner.legal_ner)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel"]], "loadsavedmodel() (legalnermodel static method)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.loadSavedModel"]], "name (legalnermodel attribute)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.name"]], "pretrained() (legalnermodel static method)": [[194, "sparknlp_jsl.legal.token_classification.ner.legal_ner.LegalNerModel.pretrained"]], "sparknlp_jsl.legal.token_classification.ner.legal_ner": [[194, "module-sparknlp_jsl.legal.token_classification.ner.legal_ner"]], "zeroshotnermodel (class in sparknlp_jsl.legal.token_classification.ner.zero_shot_ner)": [[195, "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.legal.token_classification.ner.zero_shot_ner": [[195, "module-sparknlp_jsl.legal.token_classification.ner.zero_shot_ner"]], "modeltracer (class in sparknlp_jsl.modeltracer)": [[196, "sparknlp_jsl.modelTracer.ModelTracer"]], "adduidcols() (modeltracer method)": [[196, "sparknlp_jsl.modelTracer.ModelTracer.addUidCols"]], "sparknlp_jsl.modeltracer": [[196, "module-sparknlp_jsl.modelTracer"]], "rulebasedclassifier (class in sparknlp_jsl.nlp_test.bias.bias_testing)": [[197, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier"]], "init_medical_gender_classifier() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[197, "sparknlp_jsl.nlp_test.bias.bias_testing.init_medical_gender_classifier"]], "sparknlp_jsl.nlp_test.bias.bias_testing": [[197, "module-sparknlp_jsl.nlp_test.bias.bias_testing"]], "test_gender_bias() (in module sparknlp_jsl.nlp_test.bias.bias_testing)": [[197, "sparknlp_jsl.nlp_test.bias.bias_testing.test_gender_bias"]], "transform() (rulebasedclassifier method)": [[197, "sparknlp_jsl.nlp_test.bias.bias_testing.RuleBasedClassifier.transform"]], "sparknlp_jsl.nlp_test.bias": [[198, "module-sparknlp_jsl.nlp_test.bias"]], "sparknlp_jsl.nlp_test": [[199, "module-sparknlp_jsl.nlp_test"]], "sparknlp_jsl.nlp_test.noisy_labels": [[200, "module-sparknlp_jsl.nlp_test.noisy_labels"]], "interactivefix (class in sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix"]], "add_flag_to_conll() (in module sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.add_flag_to_conll"]], "adjust_page_size() (interactivefix method)": [[201, "sparknlp_jsl.nlp_test.noisy_labels.noisy_label_fixing.InteractiveFix.adjust_page_size"]], "apply_fixes() (interactivefix method)": 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(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, 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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"]], 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"augmentcsv() (synonymaugmentationumls method)": [[211, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentCsv"]], "augmentdataframe() (synonymaugmentationumls method)": [[211, "sparknlp_jsl.training.SynonymAugmentationUMLS.augmentDataFrame"]], "create_annotation_column() (redatasethelper method)": [[211, "sparknlp_jsl.training.REDatasetHelper.create_annotation_column"]], "generateassertiontrainset() (annotationtooljsonreader method)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader.generateAssertionTrainSet"]], "generateconll() (annotationtooljsonreader method)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader.generateConll"]], "generateplainassertiontrainset() (annotationtooljsonreader method)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader.generatePlainAssertionTrainSet"]], "readdataset() (annotationtooljsonreader method)": [[211, "sparknlp_jsl.training.AnnotationToolJsonReader.readDataset"]], "readdatasettaskner() (cantemistreader method)": [[211, 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"reference/autosummary/sparknlp_jsl/utils/conll_parse/index.rst", "reference/autosummary/sparknlp_jsl/utils/deidentification_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/imports/index.rst", "reference/autosummary/sparknlp_jsl/utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/licensed_annotator_type/index.rst", "reference/autosummary/sparknlp_jsl/utils/log_parse/index.rst", "reference/autosummary/sparknlp_jsl/utils/ner_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/ocr_nlp_processor/index.rst", "reference/autosummary/sparknlp_jsl/utils/ocr_utils/index.rst", "reference/autosummary/sparknlp_jsl/utils/training_log_parser_utils/index.rst", "reference/index.rst"], "titles": ["Getting Started", "Spark NLP Documentation", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.basetfmodel</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.build_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.generic_classifier_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.progresstracker</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.generic_classifier.settings</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.create_graph</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.dataset_encoder</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.ner_model_saver</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.ner_dl.sentence_grouper</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.core_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.fused_rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.gru_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.lstm_ops</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders.tf2contrib.rnn_cell</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl.assertion_model</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.assertion_dl</span></code>", "<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">sparknlp_jsl._tf_graph_builders_1x.generic_classifier.basetfmodel</span></code>", "<code 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 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 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.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.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, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 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"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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"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.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"]], "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, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.outputLogsPath"]], "pretrained() (assertiondlmodel static method)": 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(assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setDropout"]], "setenableoutputlogs() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEnableOutputLogs"]], "setendcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEndCol"]], "setentityassertion() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setEntityAssertion"]], "setentityassertioncasesensitive() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setEntityAssertionCaseSensitive"]], "setepochs() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setEpochs"]], "setgraphfile() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setGraphFile"]], "setgraphfolder() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setGraphFolder"]], "setincludeconfidence() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setIncludeConfidence"]], "setincludeconfidence() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setIncludeConfidence"]], "setlabelcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setLabelCol"]], "setlearningrate() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setLearningRate"]], "setmaxsentlen() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setMaxSentLen"]], "setoutputlogspath() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setOutputLogsPath"]], "setscopewindow() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setScopeWindow"]], "setscopewindow() (assertiondlmodel method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.setScopeWindow"]], "setstartcol() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setStartCol"]], "settestdataset() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setTestDataset"]], "setvalidationsplit() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setValidationSplit"]], "setverbose() (assertiondlapproach method)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.setVerbose"]], "sparknlp_jsl.annotator.assertion.assertiondl": [[43, "module-sparknlp_jsl.annotator.assertion.assertionDL"]], "startcol (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.startCol"]], "targetnerlabels (assertiondlmodel attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLModel.targetNerLabels"]], "testdataset (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.testDataset"]], "validationsplit (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.validationSplit"]], "verbose (assertiondlapproach attribute)": [[43, "sparknlp_jsl.annotator.assertion.assertionDL.AssertionDLApproach.verbose"]], "assertionchunkconverter (class in sparknlp_jsl.annotator.assertion.assertion_chunk_converter)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter"]], "chunkbegincol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkBeginCol"]], "chunkendcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkEndCol"]], "chunktextcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.chunkTextCol"]], "inputannotatortypes (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.inputAnnotatorTypes"]], "inputcols (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.inputCols"]], "name (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.name"]], "outputannotatortype (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputAnnotatorType"]], "outputcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputCol"]], "outputtokenbegincol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputTokenBeginCol"]], "outputtokenendcol (assertionchunkconverter attribute)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.outputTokenEndCol"]], "setchunkbegincol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkBeginCol"]], "setchunkendcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkEndCol"]], "setchunktextcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setChunkTextCol"]], "setinputcols() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setInputCols"]], "setoutputcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputCol"]], "setoutputtokenbegincol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputTokenBeginCol"]], "setoutputtokenendcol() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setOutputTokenEndCol"]], "setparams() (assertionchunkconverter method)": [[44, "sparknlp_jsl.annotator.assertion.assertion_chunk_converter.AssertionChunkConverter.setParams"]], "sparknlp_jsl.annotator.assertion.assertion_chunk_converter": [[44, "module-sparknlp_jsl.annotator.assertion.assertion_chunk_converter"]], "assertionlogregapproach (class in sparknlp_jsl.annotator.assertion.assertion_dl_reg)": [[45, 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attribute)": [[149, "sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier.FinanceFewShotClassifierModel.name"]], "pretrained() (financefewshotclassifiermodel static method)": [[149, "sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier.FinanceFewShotClassifierModel.pretrained"]], "sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier": [[149, "module-sparknlp_jsl.finance.sequence_classification.finance_few_shot_classifier"]], "sparknlp_jsl.finance.sequence_classification": [[150, "module-sparknlp_jsl.finance.sequence_classification"]], "financeencoderdecoder (class in sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder)": [[151, "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder.FinanceEncoderDecoder"]], "name (financeencoderdecoder attribute)": [[151, "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder.FinanceEncoderDecoder.name"]], "sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder": [[151, "module-sparknlp_jsl.finance.sequence_generation.finance_encoder_decoder"]], "financequestionanswering (class in sparknlp_jsl.finance.sequence_generation.finance_qa)": [[152, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering"]], "loadsavedmodel() (financequestionanswering static method)": [[152, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.loadSavedModel"]], "name (financequestionanswering attribute)": [[152, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.name"]], "pretrained() (financequestionanswering static method)": [[152, "sparknlp_jsl.finance.sequence_generation.finance_qa.FinanceQuestionAnswering.pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_qa": [[152, "module-sparknlp_jsl.finance.sequence_generation.finance_qa"]], "financesummarizer (class in 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"sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.loadSavedModel"]], "name (financetextgenerator attribute)": [[154, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.name"]], "pretrained() (financetextgenerator static method)": [[154, "sparknlp_jsl.finance.sequence_generation.finance_text_generator.FinanceTextGenerator.pretrained"]], "sparknlp_jsl.finance.sequence_generation.finance_text_generator": [[154, "module-sparknlp_jsl.finance.sequence_generation.finance_text_generator"]], "sparknlp_jsl.finance.sequence_generation": [[155, "module-sparknlp_jsl.finance.sequence_generation"]], "financenerquestiongenerator (class in sparknlp_jsl.finance.sequence_generation.qa_ner_generator)": [[156, "sparknlp_jsl.finance.sequence_generation.qa_ner_generator.FinanceNerQuestionGenerator"]], "sparknlp_jsl.finance.sequence_generation.qa_ner_generator": [[156, "module-sparknlp_jsl.finance.sequence_generation.qa_ner_generator"]], "sparknlp_jsl.finance.token_classification": [[157, "module-sparknlp_jsl.finance.token_classification"]], "financebertfortokenclassification (class in sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier)": [[158, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification"]], "loadsavedmodel() (financebertfortokenclassification static method)": [[158, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.loadSavedModel"]], "loadsavedmodelopensource() (financebertfortokenclassification static method)": [[158, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.loadSavedModelOpenSource"]], "name (financebertfortokenclassification attribute)": [[158, "sparknlp_jsl.finance.token_classification.ner.finance_bert_for_token_classifier.FinanceBertForTokenClassification.name"]], "pretrained() 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"sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.name"]], "pretrained() (financenermodel static method)": [[159, "sparknlp_jsl.finance.token_classification.ner.finance_ner.FinanceNerModel.pretrained"]], "sparknlp_jsl.finance.token_classification.ner.finance_ner": [[159, "module-sparknlp_jsl.finance.token_classification.ner.finance_ner"]], "sparknlp_jsl.finance.token_classification.ner": [[160, "module-sparknlp_jsl.finance.token_classification.ner"]], "zeroshotnermodel (class in sparknlp_jsl.finance.token_classification.ner.zero_shot_ner)": [[161, "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner.ZeroShotNerModel"]], "sparknlp_jsl.finance.token_classification.ner.zero_shot_ner": [[161, "module-sparknlp_jsl.finance.token_classification.ner.zero_shot_ner"]], "profile() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profile"]], "profileesrdv21y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileESRDV21Y19"]], "profilerxhccv05y20() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV05Y20"]], "profilerxhccv05y21() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV05Y21"]], "profilerxhccv05y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV05Y22"]], "profilerxhccv05y23() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV05Y23"]], "profilerxhccv08y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV08Y22"]], "profilerxhccv08y23() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileRxHCCV08Y23"]], "profilev22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22"]], "profilev22y17() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y17"]], "profilev22y18() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y18"]], "profilev22y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y19"]], "profilev22y20() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y20"]], "profilev22y21() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y21"]], "profilev22y22() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV22Y22"]], "profilev23() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23"]], "profilev23y18() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23Y18"]], "profilev23y19() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV23Y19"]], "profilev24() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24"]], "profilev24y17() (in module sparknlp_jsl.functions)": [[162, "sparknlp_jsl.functions.profileV24Y17"]], "profilev24y18() (in module 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"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 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"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, 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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, 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"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, 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"sparknlp_jsl.nlp_test.robustness.utils.suggest_perturbations"]], "internalresourcedownloader (class in sparknlp_jsl.pretrained)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader"]], "downloadmodel() (internalresourcedownloader static method)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader.downloadModel"]], "downloadmodeldirectly() (internalresourcedownloader static method)": [[208, "sparknlp_jsl.pretrained.InternalResourceDownloader.downloadModelDirectly"]], "printprogress() (in module sparknlp_jsl.pretrained)": [[208, "sparknlp_jsl.pretrained.printProgress"]], "returnprivatemodels() (internalresourcedownloader static 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 sparknlp_jsl.structured_deidentification)": [[209, "sparknlp_jsl.structured_deidentification.StructuredDeidentification"]], "obfuscatecolumns() (structureddeidentification method)": [[209, "sparknlp_jsl.structured_deidentification.StructuredDeidentification.obfuscateColumns"]], "sparknlp_jsl.structured_deidentification": [[209, "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, "sparknlp_jsl.utils.alab_utils.get_rel_df"]], "get_sent_detector() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_sent_detector"]], "get_sentence_pipeline() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_sentence_pipeline"]], "get_single_task_conll() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_single_task_conll"]], "get_token_df() (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.get_token_df"]], "nlp_pos_pipeline (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.nlp_pos_pipeline"]], "nlp_token_pipeline (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.nlp_token_pipeline"]], "pos (in module sparknlp_jsl.utils.alab_utils)": [[215, "sparknlp_jsl.utils.alab_utils.pos"]], "pos_pipeline_initialized (in module sparknlp_jsl.utils.alab_utils)": [[215, "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"]], "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"]], "assertion (internalannotatortype attribute)": [[220, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.ASSERTION"]], "disambiguation (internalannotatortype attribute)": [[220, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.DISAMBIGUATION"]], "feature_vector (internalannotatortype attribute)": [[220, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.FEATURE_VECTOR"]], "internalannotatortype (class in sparknlp_jsl.utils.licensed_annotator_type)": [[220, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType"]], "keyword (internalannotatortype attribute)": [[220, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.KEYWORD"]], "selector (internalannotatortype attribute)": [[220, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SELECTOR"]], "sql (internalannotatortype attribute)": [[220, "sparknlp_jsl.utils.licensed_annotator_type.InternalAnnotatorType.SQL"]], "sparknlp_jsl.utils.licensed_annotator_type": [[220, "module-sparknlp_jsl.utils.licensed_annotator_type"]], "sparknlp_jsl.utils.log_parse": [[221, "module-sparknlp_jsl.utils.log_parse"]], "evaluate() (in module sparknlp_jsl.utils.ner_utils)": [[222, "sparknlp_jsl.utils.ner_utils.evaluate"]], "evaluate_conll_file() (in module sparknlp_jsl.utils.ner_utils)": [[222, "sparknlp_jsl.utils.ner_utils.evaluate_conll_file"]], "get_charts() (in module sparknlp_jsl.utils.ner_utils)": [[222, "sparknlp_jsl.utils.ner_utils.get_charts"]], "loss_plot() (in module sparknlp_jsl.utils.ner_utils)": [[222, "sparknlp_jsl.utils.ner_utils.loss_plot"]], "sparknlp_jsl.utils.ner_utils": [[222, "module-sparknlp_jsl.utils.ner_utils"]], "colors (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[223, "sparknlp_jsl.utils.ocr_nlp_processor.colors"]], "ocr_entity_processor() (in module sparknlp_jsl.utils.ocr_nlp_processor)": [[223, "sparknlp_jsl.utils.ocr_nlp_processor.ocr_entity_processor"]], "sparknlp_jsl.utils.ocr_nlp_processor": [[223, "module-sparknlp_jsl.utils.ocr_nlp_processor"]], "colors (in module sparknlp_jsl.utils.ocr_utils)": [[224, "sparknlp_jsl.utils.ocr_utils.colors"]], "colors_rgb (in module sparknlp_jsl.utils.ocr_utils)": [[224, "sparknlp_jsl.utils.ocr_utils.colors_rgb"]], "label2color (in module sparknlp_jsl.utils.ocr_utils)": [[224, "sparknlp_jsl.utils.ocr_utils.label2color"]], "label2rgb (in module sparknlp_jsl.utils.ocr_utils)": [[224, "sparknlp_jsl.utils.ocr_utils.label2rgb"]], "sparknlp_jsl.utils.ocr_utils": [[224, "module-sparknlp_jsl.utils.ocr_utils"]], "aggregate_entities() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[225, "sparknlp_jsl.utils.training_log_parser_utils.aggregate_entities"]], "calc_metrics() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[225, "sparknlp_jsl.utils.training_log_parser_utils.calc_metrics"]], "count_chunks() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[225, "sparknlp_jsl.utils.training_log_parser_utils.count_chunks"]], "get_result() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[225, "sparknlp_jsl.utils.training_log_parser_utils.get_result"]], "is_chunk_end() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[225, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_end"]], "is_chunk_start() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[225, "sparknlp_jsl.utils.training_log_parser_utils.is_chunk_start"]], "sparknlp_jsl.utils.training_log_parser_utils": [[225, "module-sparknlp_jsl.utils.training_log_parser_utils"]], "split_tag() (in module sparknlp_jsl.utils.training_log_parser_utils)": [[225, "sparknlp_jsl.utils.training_log_parser_utils.split_tag"]]}})
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