Edit on GitHub
  • John Snow Labs
  • Jan 25, 2025

Castilian, Spanish bsc_bio_ehr_spanish_carmen_enfermedad_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_carmen_enfermedad_pipeline is a Castilian, Spanish model originally trained by BSC-NLP4BIA.

Download Copy S3 URI

How to use


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



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

Model Information

Model Name: bsc_bio_ehr_spanish_carmen_enfermedad_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: es
Size: 438.1 MB

References

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

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForTokenClassification