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  • John Snow Labs
  • Dec 15, 2024

English pubmed_bert_mlm_squad_covidqa_pipeline pipeline BertForQuestionAnswering from Sarmila

  • en
  • open_source
  • pipeline
  • onnx

Description

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

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How to use


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



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

Model Information

Model Name: pubmed_bert_mlm_squad_covidqa_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 408.1 MB

References

https://huggingface.co/Sarmila/pubmed-bert-mlm-squad-covidqa

Included Models

  • MultiDocumentAssembler
  • BertForQuestionAnswering