diff --git a/docs/_posts/C-K-Loan/2023-06-13-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md b/docs/_posts/C-K-Loan/2023-06-13-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
index d68fbd0ba6..19f45377fe 100644
--- a/docs/_posts/C-K-Loan/2023-06-13-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
+++ b/docs/_posts/C-K-Loan/2023-06-13-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
@@ -24,6 +24,7 @@ This pre-trained pipeline is a BioBERT based classifier that can classify if an
+
{:.btn-box}
diff --git a/docs/_posts/C-K-Loan/2023-06-17-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md b/docs/_posts/C-K-Loan/2023-06-17-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
index 435910acfb..368b575556 100644
--- a/docs/_posts/C-K-Loan/2023-06-17-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
+++ b/docs/_posts/C-K-Loan/2023-06-17-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
@@ -24,6 +24,7 @@ This pre-trained pipeline is a BioBERT based classifier that can classify if an
+
{:.btn-box}
diff --git a/docs/_posts/C-K-Loan/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md b/docs/_posts/C-K-Loan/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
index 83c1e7d65f..59ae747d42 100644
--- a/docs/_posts/C-K-Loan/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
+++ b/docs/_posts/C-K-Loan/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
@@ -24,6 +24,7 @@ This pretrained pipeline includes the Medical Bert for Sequence Classification m
+
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/healthcare/VOP/){:.button.button-orange}
[Open in Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/streamlit_notebooks/healthcare/VOICE_OF_PATIENT.ipynb){:.button.button-orange.button-orange-trans.co.button-icon}
diff --git a/docs/_posts/C-K-Loan/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md b/docs/_posts/C-K-Loan/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
index f2e7c6b489..dde633edbc 100644
--- a/docs/_posts/C-K-Loan/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
+++ b/docs/_posts/C-K-Loan/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
@@ -24,6 +24,7 @@ This pretrained pipeline includes the Medical Bert for Sequence Classification m
+
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/healthcare/VOP/){:.button.button-orange}
[Open in Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/streamlit_notebooks/healthcare/VOICE_OF_PATIENT.ipynb){:.button.button-orange.button-orange-trans.co.button-icon}
diff --git a/docs/_posts/Cabir40/2023-06-13-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md b/docs/_posts/Cabir40/2023-06-13-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
index f903b79883..6cb1d327a6 100644
--- a/docs/_posts/Cabir40/2023-06-13-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
+++ b/docs/_posts/Cabir40/2023-06-13-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
@@ -24,6 +24,7 @@ This pre-trained pipeline is a BioBERT based classifier that can classify if an
+
{:.btn-box}
diff --git a/docs/_posts/Cabir40/2023-06-16-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md b/docs/_posts/Cabir40/2023-06-16-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
index 10c5dd401e..33a4dfc87f 100644
--- a/docs/_posts/Cabir40/2023-06-16-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
+++ b/docs/_posts/Cabir40/2023-06-16-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
@@ -24,6 +24,7 @@ This pre-trained pipeline is a BioBERT based classifier that can classify if an
+
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/healthcare/VOP/){:.button.button-orange}
diff --git a/docs/_posts/Cabir40/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md b/docs/_posts/Cabir40/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
index fd77866bbf..00fd8caaa9 100644
--- a/docs/_posts/Cabir40/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
+++ b/docs/_posts/Cabir40/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
@@ -24,6 +24,7 @@ This pretrained pipeline includes the Medical Bert for Sequence Classification m
+
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/healthcare/VOP/){:.button.button-orange}
[Open in Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/streamlit_notebooks/healthcare/VOICE_OF_PATIENT.ipynb){:.button.button-orange.button-orange-trans.co.button-icon}
diff --git a/docs/_posts/Cabir40/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md b/docs/_posts/Cabir40/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
index 00d2c7a262..fa6a0ecff3 100644
--- a/docs/_posts/Cabir40/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
+++ b/docs/_posts/Cabir40/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
@@ -24,6 +24,7 @@ This pretrained pipeline includes the Medical Bert for Sequence Classification m
+
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/healthcare/VOP/){:.button.button-orange}
[Open in Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/streamlit_notebooks/healthcare/VOICE_OF_PATIENT.ipynb){:.button.button-orange.button-orange-trans.co.button-icon}
diff --git a/docs/_posts/Meryem1425/2023-08-16-abbreviation_pipeline_en.md b/docs/_posts/Meryem1425/2023-08-16-abbreviation_pipeline_en.md
index 9a680a0efc..2aa2f4ff0d 100644
--- a/docs/_posts/Meryem1425/2023-08-16-abbreviation_pipeline_en.md
+++ b/docs/_posts/Meryem1425/2023-08-16-abbreviation_pipeline_en.md
@@ -20,6 +20,9 @@ use_language_switcher: "Python-Scala-Java"
A pretrained pipeline to detect abbreviations and acronyms of medical regulatory activities as well as map them with their definitions and categories.
+## Predicted Entities
+`ABBR`
+
{:.btn-box}
diff --git a/docs/_posts/SKocer/2023-08-16-abbreviation_pipeline_en.md b/docs/_posts/SKocer/2023-08-16-abbreviation_pipeline_en.md
index b5cc453883..b9bb85efb8 100644
--- a/docs/_posts/SKocer/2023-08-16-abbreviation_pipeline_en.md
+++ b/docs/_posts/SKocer/2023-08-16-abbreviation_pipeline_en.md
@@ -20,6 +20,9 @@ use_language_switcher: "Python-Scala-Java"
A pretrained pipeline to detect abbreviations and acronyms of medical regulatory activities as well as map them with their definitions and categories.
+## Predicted Entities
+`ABBR`
+
{:.btn-box}
diff --git a/docs/_posts/ahmedlone127/2023-06-16-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md b/docs/_posts/ahmedlone127/2023-06-16-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
index 9f8c04ddb0..09495102fa 100644
--- a/docs/_posts/ahmedlone127/2023-06-16-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
+++ b/docs/_posts/ahmedlone127/2023-06-16-bert_sequence_classifier_binary_rct_biobert_pipeline_en.md
@@ -24,6 +24,7 @@ This pre-trained pipeline is a BioBERT based classifier that can classify if an
+
{:.btn-box}
diff --git a/docs/_posts/ahmedlone127/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md b/docs/_posts/ahmedlone127/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
index fde3d51202..e97bac1838 100644
--- a/docs/_posts/ahmedlone127/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
+++ b/docs/_posts/ahmedlone127/2023-06-21-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
@@ -30,6 +30,7 @@ This pretrained pipeline includes the Medical Bert for Sequence Classification m
+
{:.btn-box}
diff --git a/docs/_posts/ahmedlone127/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md b/docs/_posts/ahmedlone127/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
index 44ada4293e..0e27b063ef 100644
--- a/docs/_posts/ahmedlone127/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
+++ b/docs/_posts/ahmedlone127/2023-06-22-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
@@ -30,6 +30,7 @@ This pretrained pipeline includes the Medical Bert for Sequence Classification m
+
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/healthcare/VOP/){:.button.button-orange}
[Open in Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/streamlit_notebooks/healthcare/VOICE_OF_PATIENT.ipynb){:.button.button-orange.button-orange-trans.co.button-icon}
diff --git a/docs/_posts/gokhanturer/2023-08-16-abbreviation_pipeline_en.md b/docs/_posts/gokhanturer/2023-08-16-abbreviation_pipeline_en.md
index ea6738863d..afbd12c742 100644
--- a/docs/_posts/gokhanturer/2023-08-16-abbreviation_pipeline_en.md
+++ b/docs/_posts/gokhanturer/2023-08-16-abbreviation_pipeline_en.md
@@ -20,6 +20,9 @@ use_language_switcher: "Python-Scala-Java"
A pretrained pipeline to detect abbreviations and acronyms of medical regulatory activities as well as map them with their definitions and categories.
+## Predicted Entities
+`ABBR`
+
{:.btn-box}
diff --git a/docs/_posts/mauro-nievoff/2023-06-14-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md b/docs/_posts/mauro-nievoff/2023-06-14-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
index cc82189000..3fc9850b55 100644
--- a/docs/_posts/mauro-nievoff/2023-06-14-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
+++ b/docs/_posts/mauro-nievoff/2023-06-14-bert_sequence_classifier_vop_drug_side_effect_pipeline_en.md
@@ -20,6 +20,9 @@ use_language_switcher: "Python-Scala-Java"
This pretrained pipeline includes the Medical Bert for Sequence Classification model to classify health-related text in colloquial language according to the presence or absence of mentions of side effects related to drugs. The pipeline is built on the top of [bert_sequence_classifier_vop_drug_side_effect](https://nlp.johnsnowlabs.com/2023/06/13/bert_sequence_classifier_vop_drug_side_effect_en.html) model.
+## Predicted Entities
+
+
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/healthcare/VOP/){:.button.button-orange}
[Open in Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/streamlit_notebooks/healthcare/VOICE_OF_PATIENT.ipynb){:.button.button-orange.button-orange-trans.co.button-icon}
diff --git a/docs/_posts/mauro-nievoff/2023-06-14-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md b/docs/_posts/mauro-nievoff/2023-06-14-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
index 43b4223c8d..00b2f8b709 100644
--- a/docs/_posts/mauro-nievoff/2023-06-14-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
+++ b/docs/_posts/mauro-nievoff/2023-06-14-bert_sequence_classifier_vop_hcp_consult_pipeline_en.md
@@ -20,6 +20,9 @@ use_language_switcher: "Python-Scala-Java"
This pretrained pipeline includes the Medical Bert for Sequence Classification model to identify texts that mention a HCP consult. The pipeline is built on the top of [bert_sequence_classifier_vop_hcp_consult](https://nlp.johnsnowlabs.com/2023/06/13/bert_sequence_classifier_vop_hcp_consult_en.html) model.
+## Predicted Entities
+
+
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/healthcare/VOP/){:.button.button-orange}
[Open in Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/streamlit_notebooks/healthcare/VOICE_OF_PATIENT.ipynb){:.button.button-orange.button-orange-trans.co.button-icon}