English context_skill_extraction_base_pipeline pipeline MPNetEmbeddings from jensjorisdecorte

Description

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

Predicted Entities

Download Copy S3 URI

How to use

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

Model Information

Model Name: context_skill_extraction_base_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 406.7 MB

References

References

https://huggingface.co/jensjorisdecorte/ConTeXT-Skill-Extraction-base

Included Models

  • DocumentAssembler
  • MPNetEmbeddings