English deberta_docnli_sentencelevel_ner_evidence_pipeline pipeline DeBertaForSequenceClassification from jeffyelson

Description

Pretrained DeBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.deberta_docnli_sentencelevel_ner_evidence_pipeline is a English model originally trained by jeffyelson.

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How to use


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


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

Model Information

Model Name: deberta_docnli_sentencelevel_ner_evidence_pipeline
Type: pipeline
Compatibility: Spark NLP 5.4.2+
License: Open Source
Edition: Official
Language: en
Size: 595.4 MB

References

https://huggingface.co/jeffyelson/deberta_docnli_sentencelevel_ner_evidence

Included Models

  • DocumentAssembler
  • TokenizerModel
  • DeBertaForSequenceClassification