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update fixes (#205)
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* update fixes

* Update licensed_install.md
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5 changes: 3 additions & 2 deletions docs/_includes/docs-healthcare-pagination.html
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<ul class="pagination">
<li>
<a href="release_notes_">Version <strong id="previosver"></strong></a>
<a href="#">Version <strong id="previosver"></strong></a>
</li>
<li>
<strong>Version <strong id="currversion"></strong></strong>
</li>
<li>
<a href="release_notes_">Version <strong id="nextver"></strong></a>
<a href="#">Version <strong id="nextver"></strong></a>
</li>
</ul>
<ul class="pagination owl-carousel pagination_big">
<li><a href="release_notes_4_4_1">4.4.1</a></li>
<li><a href="release_notes_4_4_0">4.4.0</a></li>
<li><a href="release_notes_4_3_2">4.3.2</a></li>
<li><a href="release_notes_4_3_1">4.3.1</a></li>
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18 changes: 9 additions & 9 deletions docs/_includes/docs-nlpserver-pagination.html
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<ul class="pagination">
<li>
<a href="release_notes_">Version <strong id="previosver"></strong></a>
</li>
<li>
<strong>Version <strong id="currversion"></strong></strong>
</li>
<li>
<a href="release_notes_">Version <strong id="nextver"></strong></a>
</li>
<li>
<a href="#">Version <strong id="previosver"></strong></a>
</li>
<li>
<strong>Version <strong id="currversion"></strong></strong>
</li>
<li>
<a href="#">Version <strong id="nextver"></strong></a>
</li>
</ul>
<ul class="pagination owl-carousel pagination_big">
<li><a href="../nlp_server_versions/release_notes_0_7_1">0.7.1</a></li>
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4 changes: 0 additions & 4 deletions docs/_posts/maziyarpanahi/2021-09-29-xlm_roberta_large_xx.md
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Expand Up @@ -26,8 +26,6 @@ It is based on Facebook's RoBERTa model released in 2019. It is a large multi-li

## Predicted Entities



{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
Expand All @@ -36,8 +34,6 @@ It is based on Facebook's RoBERTa model released in 2019. It is a large multi-li

## How to use



<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python
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4 changes: 2 additions & 2 deletions docs/en/jsl/jsl_release_notes.md
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Expand Up @@ -23,7 +23,7 @@ The John Snow Labs 4.4.5 Library released with the following pre-installed and r
| Library | Version |
|-----------------------------------------------------------------------------|---------|
| [Visual NLP](https://nlp.johnsnowlabs.com/docs/en/jsl/ocr_release_notes) | `4.4.0` |
| [Enterprise NLP](https://nlp.johnsnowlabs.com/docs/en/jsl/licensed_annotators) | `4.4.1` |
| [Enterprise NLP](https://sparknlp.org/docs/en/annotators) | `4.4.1` |
| [Finance NLP](https://nlp.johnsnowlabs.com/docs/en/jsl/financial_release_notes) | `1.X.X` |
| [Legal NLP](https://nlp.johnsnowlabs.com/docs/en/jsl/legal_release_notes) | `1.X.X` |
| [NLU](https://github.com/JohnSnowLabs/nlu/releases) | `4.2.0` |
Expand All @@ -42,7 +42,7 @@ The John Snow Labs 4.4.4 Library released with the following pre-installed and r
| Library | Version |
|-----------------------------------------------------------------------------|---------|
| [Visual NLP](https://nlp.johnsnowlabs.com/docs/en/jsl/ocr_release_notes) | `4.4.0` |
| [Enterprise NLP](https://nlp.johnsnowlabs.com/docs/en/jsl/licensed_annotators) | `4.4.0` |
| [Enterprise NLP](https://sparknlp.org/docs/en/annotators) | `4.4.0` |
| [Finance NLP](https://nlp.johnsnowlabs.com/docs/en/jsl/financial_release_notes) | `1.X.X` |
| [Legal NLP](https://nlp.johnsnowlabs.com/docs/en/jsl/legal_release_notes) | `1.X.X` |
| [NLU](https://github.com/JohnSnowLabs/nlu/releases) | `4.2.0` |
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2 changes: 1 addition & 1 deletion docs/en/jsl/nlu_for_ocr.md
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Expand Up @@ -14,7 +14,7 @@ sidebar:


This page gives you an overview of every OCR model in NLU which are provided by [Spark
OCR](https://nlp.johnsnowlabs.com/docs/en/jsl/ocr).
OCR](https://nlp.johnsnowlabs.com/docs/en/ocr).



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4 changes: 2 additions & 2 deletions docs/en/jsl/notebooks.md
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Expand Up @@ -144,7 +144,7 @@ by category.
| Spam Classification | `en.classify.spam` | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/classifiers/spam_classification.ipynb) | [Spam-Classifier](https://nlp.johnsnowlabs.com/2021/01/09/classifierdl_use_spam_en.html) |
| Toxic text classification | `en.classify.toxic` | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/classifiers/toxic_classification.ipynb) | [Toxic-Classifier](https://nlp.johnsnowlabs.com/2021/01/21/multiclassifierdl_use_toxic_en.html) |
| Unsupervised keyword extraction using the YAKE algorithm | `yake` | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/classifiers/unsupervised_keyword_extraction_with_YAKE.ipynb) | - |
|Notebook for Classification of Banking Queries| `en.classify.distilbert_sequence.banking77`|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/classifiers/Banking_Queries_Classification.ipynb)| [DistilBERT Sequence Classification - Banking77](https://nlp.johnsnowlabs.com/2021/11/21/distilbert_sequence_classifier_banking77_en.html) |
|Notebook for Classification of Banking Queries| `en.classify.distilbert_sequence.banking77`|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/classifiers/Banking_Queries_Classification.ipynb)| [DistilBERT Sequence Classification - Banking77](https://sparknlp.org/2022/09/09/roberta_classifier_banking77_en.html) |
|Notebook for Classification of Intent in Texts| `en.ner.snips`|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/classifiers/Identify_intent_in_general_text.ipynb)| [Identify intent in general text - SNIPS dataset](https://nlp.johnsnowlabs.com/2021/02/15/classifierdl_use_snips_en.html) |
|Notebook for classification of Similar Questions|`en.classify.questionpair`|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/classifiers/Question_Pair_Classification.ipynb)| [Question Pair Classifier](https://nlp.johnsnowlabs.com/2021/08/13/classifierdl_electra_questionpair_en.html) |
|Notebook for Classification of Questions vs Statements|`en.classify.question_vs_statement`|[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/component_examples/classifiers/Question_vs_Statement.ipynb)| [Bert for Sequence Classification (Question vs Statement) ](https://nlp.johnsnowlabs.com/2021/11/04/bert_sequence_classifier_question_statement_en.html) |
Expand All @@ -167,7 +167,7 @@ by category.
{:.table2}
| Tutorial Description | 1-liners used |Open In Colab | Dataset and Paper References |
|-----------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Assertion | `en.med_ner.clinical en.assert`, `en.med_ner.clinical.biobert en.assert.biobert`, ... | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/healthcare/assertion/assertion_overview.ipynb) | [Healthcare-NER](https://nlp.johnsnowlabs.com/2021/01/27/ner_clinical_en.html), [NER_Clinical-Classifier]( https://nlp.johnsnowlabs.com/2021/11/03/ner_profiling_biobert_en.html), [Toxic-Classifier](https://nlp.johnsnowlabs.com/2021/01/26/assertion_dl_biobert_en.html) |
| Assertion | `en.med_ner.clinical en.assert`, `en.med_ner.clinical.biobert en.assert.biobert`, ... | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/healthcare/assertion/assertion_overview.ipynb) | [Healthcare-NER](https://nlp.johnsnowlabs.com/2021/03/31/ner_clinical_en.html), [NER_Clinical-Classifier]( https://nlp.johnsnowlabs.com/2021/11/03/ner_profiling_biobert_en.html), [Toxic-Classifier](https://nlp.johnsnowlabs.com/2021/01/26/assertion_dl_biobert_en.html) |
| De-Identification Model overview | `med_ner.jsl.wip.clinical en.de_identify`, `med_ner.jsl.wip.clinical en.de_identify.clinical`, ... | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/healthcare/de_identification/DeIdentification_model_overview.ipynb) | [NER-Clinical](https://nlp.johnsnowlabs.com/2021/11/03/ner_profiling_clinical_en.html) |
| Drug Normalization | `norm_drugs` | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/healthcare//drug_normalization/drug_norm.ipynb) | - |
| Entity Resolution | `med_ner.jsl.wip.clinical en.resolve_chunk.cpt_clinical`, `med_ner.jsl.wip.clinical en.resolve.icd10cm`, ... | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/JohnSnowLabs/nlu/blob/master/examples/colab/healthcare/entity_resolution/entity_resolvers_overview.ipynb) | [NER-Clinical](https://nlp.johnsnowlabs.com/2021/11/03/ner_profiling_clinical_en.html), [Entity-Resolver clinical](https://nlp.johnsnowlabs.com/2021/11/01/sbiobertresolve_icd10cm_augmented_billable_hcc_en.html) |
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2 changes: 1 addition & 1 deletion docs/en/jsl/quick_start_finance.md
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Expand Up @@ -118,7 +118,7 @@ phone : 78 834 854


### Custom Pipes
Alternatively you can compose [Legal Annotators](https://nlp.johnsnowlabs.com/docs/en/licensed_annotators) & [Open Source Annotators](https://nlp.johnsnowlabs.com/docs/en/jsl/annotators) into a pipeline which offers the highest degree of customization.
Alternatively you can compose [Legal Annotators](https://nlp.johnsnowlabs.com/docs/en/licensed_annotators) & [Open Source Annotators](https://sparknlp.org/docs/en/annotators) into a pipeline which offers the highest degree of customization.

```python
from johnsnowlabs import nlp,finance
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