2023-05-22-explain_document_md_fr

docs/_posts/ahmedlone127/2023-05-22-albert_base_token_classifier_conll03_pipeline_en.md

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+---
+layout: model
+title: ALBERT Base CoNNL-03 NER Pipeline
+author: John Snow Labs
+name: albert_base_token_classifier_conll03_pipeline
+date: 2023-05-22
+tags: [open_source, ner, token_classifier, albert, conll03, en]
+task: Named Entity Recognition
+language: en
+edition: Spark NLP 4.4.2
+spark_version: 3.2
+supported: true
+annotator: PipelineModel
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+This pretrained pipeline is built on the top of [albert_base_token_classifier_conll03](https://nlp.johnsnowlabs.com/2021/09/26/albert_base_token_classifier_conll03_en.html) model.
+
+## Predicted Entities
+
+
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/albert_base_token_classifier_conll03_pipeline_en_4.4.2_3.2_1684764563581.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/albert_base_token_classifier_conll03_pipeline_en_4.4.2_3.2_1684764563581.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+
+pipeline = PretrainedPipeline("albert_base_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs.")
+```
+```scala
+
+
+val pipeline = new PretrainedPipeline("albert_base_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs."))
+```
+</div>
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+pipeline = PretrainedPipeline("albert_base_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs.")
+```
+```scala
+val pipeline = new PretrainedPipeline("albert_base_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs."))
+```
+</div>
+
+## Results
+
+```bash
+Results
+
+
+
+
++--------------+---------+
+|chunk         |ner_label|
++--------------+---------+
+|John          |PER      |
+|John Snow Labs|ORG      |
++--------------+---------+
+
+
+{:.model-param}
+```
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|albert_base_token_classifier_conll03_pipeline|
+|Type:|pipeline|
+|Compatibility:|Spark NLP 4.4.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Language:|en|
+|Size:|43.1 MB|
+
+## Included Models
+
+- DocumentAssembler
+- SentenceDetectorDLModel
+- TokenizerModel
+- AlbertForTokenClassification
+- NerConverter
+- Finisher

docs/_posts/ahmedlone127/2023-05-22-albert_large_token_classifier_conll03_pipeline_en.md

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+---
+layout: model
+title: ALBERT Large CoNNL-03 NER Pipeline
+author: John Snow Labs
+name: albert_large_token_classifier_conll03_pipeline
+date: 2023-05-22
+tags: [open_source, ner, token_classifier, albert, conll03, en]
+task: Named Entity Recognition
+language: en
+edition: Spark NLP 4.4.2
+spark_version: 3.2
+supported: true
+annotator: PipelineModel
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+This pretrained pipeline is built on the top of [albert_large_token_classifier_conll03](https://nlp.johnsnowlabs.com/2021/09/26/albert_large_token_classifier_conll03_en.html) model.
+
+## Predicted Entities
+
+
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/albert_large_token_classifier_conll03_pipeline_en_4.4.2_3.2_1684764638897.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/albert_large_token_classifier_conll03_pipeline_en_4.4.2_3.2_1684764638897.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+
+pipeline = PretrainedPipeline("albert_large_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs.")
+```
+```scala
+
+
+val pipeline = new PretrainedPipeline("albert_large_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs."))
+```
+</div>
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+pipeline = PretrainedPipeline("albert_large_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs.")
+```
+```scala
+val pipeline = new PretrainedPipeline("albert_large_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs."))
+```
+</div>
+
+## Results
+
+```bash
+Results
+
+
+
+
++--------------+---------+
+|chunk         |ner_label|
++--------------+---------+
+|John          |PER      |
+|John Snow Labs|ORG      |
++--------------+---------+
+
+
+{:.model-param}
+```
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|albert_large_token_classifier_conll03_pipeline|
+|Type:|pipeline|
+|Compatibility:|Spark NLP 4.4.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Language:|en|
+|Size:|64.5 MB|
+
+## Included Models
+
+- DocumentAssembler
+- SentenceDetectorDLModel
+- TokenizerModel
+- AlbertForTokenClassification
+- NerConverter
+- Finisher

docs/_posts/ahmedlone127/2023-05-22-albert_xlarge_token_classifier_conll03_pipeline_en.md

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+---
+layout: model
+title: ALBERT XLarge CoNNL-03 NER Pipeline
+author: John Snow Labs
+name: albert_xlarge_token_classifier_conll03_pipeline
+date: 2023-05-22
+tags: [open_source, ner, token_classifier, albert, conll03, en]
+task: Named Entity Recognition
+language: en
+edition: Spark NLP 4.4.2
+spark_version: 3.2
+supported: true
+annotator: PipelineModel
+article_header:
+  type: cover
+use_language_switcher: "Python-Scala-Java"
+---
+
+## Description
+
+This pretrained pipeline is built on the top of [albert_xlarge_token_classifier_conll03](https://nlp.johnsnowlabs.com/2021/09/26/albert_xlarge_token_classifier_conll03_en.html) model.
+
+## Predicted Entities
+
+
+
+{:.btn-box}
+<button class="button button-orange" disabled>Live Demo</button>
+<button class="button button-orange" disabled>Open in Colab</button>
+[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/albert_xlarge_token_classifier_conll03_pipeline_en_4.4.2_3.2_1684764737089.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
+[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/albert_xlarge_token_classifier_conll03_pipeline_en_4.4.2_3.2_1684764737089.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
+
+## How to use
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+
+
+pipeline = PretrainedPipeline("albert_xlarge_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs.")
+```
+```scala
+
+
+val pipeline = new PretrainedPipeline("albert_xlarge_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs."))
+```
+</div>
+
+<div class="tabs-box" markdown="1">
+{% include programmingLanguageSelectScalaPythonNLU.html %}
+```python
+pipeline = PretrainedPipeline("albert_xlarge_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs.")
+```
+```scala
+val pipeline = new PretrainedPipeline("albert_xlarge_token_classifier_conll03_pipeline", lang = "en")
+
+pipeline.annotate("My name is John and I work at John Snow Labs."))
+```
+</div>
+
+## Results
+
+```bash
+Results
+
+
+
+
++--------------+---------+
+|chunk         |ner_label|
++--------------+---------+
+|John          |PER      |
+|John Snow Labs|ORG      |
++--------------+---------+
+
+
+{:.model-param}
+```
+
+{:.model-param}
+## Model Information
+
+{:.table-model}
+|---|---|
+|Model Name:|albert_xlarge_token_classifier_conll03_pipeline|
+|Type:|pipeline|
+|Compatibility:|Spark NLP 4.4.2+|
+|License:|Open Source|
+|Edition:|Official|
+|Language:|en|
+|Size:|206.5 MB|
+
+## Included Models
+
+- DocumentAssembler
+- SentenceDetectorDLModel
+- TokenizerModel
+- AlbertForTokenClassification
+- NerConverter
+- Finisher