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  • John Snow Labs
  • Apr 03, 2025

Multilingual wikineural_multilingual_ner_finetuned_wikiann_pipeline pipeline BertForTokenClassification from hannahisrael03

  • xx
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.wikineural_multilingual_ner_finetuned_wikiann_pipeline is a Multilingual model originally trained by hannahisrael03.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("wikineural_multilingual_ner_finetuned_wikiann_pipeline", lang = "xx")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("wikineural_multilingual_ner_finetuned_wikiann_pipeline", lang = "xx")
val annotations = pipeline.transform(df)

Model Information

Model Name: wikineural_multilingual_ner_finetuned_wikiann_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: xx
Size: 665.1 MB

References

https://huggingface.co/hannahisrael03/wikineural-multilingual-ner-finetuned-wikiann

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification