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  • John Snow Labs
  • Feb 08, 2025

English n2c2_token_classification_transformer_pipeline pipeline BertForTokenClassification from parsi-ai-nlpclass

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.n2c2_token_classification_transformer_pipeline is a English model originally trained by parsi-ai-nlpclass.

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How to use


pipeline = PretrainedPipeline("n2c2_token_classification_transformer_pipeline", lang = "en")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("n2c2_token_classification_transformer_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: n2c2_token_classification_transformer_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 403.7 MB

References

https://huggingface.co/parsi-ai-nlpclass/n2c2-token-classification-transformer

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification