English t5_keyphrase_extraction_pipeline pipeline T5Transformer from breadbowl

Description

Pretrained T5Transformer, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.t5_keyphrase_extraction_pipeline is a English model originally trained by breadbowl.

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How to use


pipeline = PretrainedPipeline("t5_keyphrase_extraction_pipeline", lang = "en")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("t5_keyphrase_extraction_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: t5_keyphrase_extraction_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 474.1 MB

References

https://huggingface.co/breadbowl/t5-keyphrase-extraction

Included Models

  • DocumentAssembler
  • T5Transformer