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  • John Snow Labs
  • Sep 07, 2024

Castilian, Spanish bsc_bio_ehr_spanish_meddocan_bsc_nlp4bia_pipeline pipeline RoBertaForTokenClassification from BSC-NLP4BIA

  • es
  • open_source
  • pipeline
  • onnx

Description

Pretrained RoBertaForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bsc_bio_ehr_spanish_meddocan_bsc_nlp4bia_pipeline is a Castilian, Spanish model originally trained by BSC-NLP4BIA.

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How to use


pipeline = PretrainedPipeline("bsc_bio_ehr_spanish_meddocan_bsc_nlp4bia_pipeline", lang = "es")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("bsc_bio_ehr_spanish_meddocan_bsc_nlp4bia_pipeline", lang = "es")
val annotations = pipeline.transform(df)

Model Information

Model Name: bsc_bio_ehr_spanish_meddocan_bsc_nlp4bia_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: es
Size: 444.4 MB

References

https://huggingface.co/BSC-NLP4BIA/bsc-bio-ehr-es-meddocan

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForTokenClassification