Dutch, Flemish sent_bert_base_dutch_cased_gronlp_pipeline pipeline BertSentenceEmbeddings from GroNLP

Description

Pretrained BertSentenceEmbeddings, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.sent_bert_base_dutch_cased_gronlp_pipeline is a Dutch, Flemish model originally trained by GroNLP.

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How to use


pipeline = PretrainedPipeline("sent_bert_base_dutch_cased_gronlp_pipeline", lang = "nl")
annotations =  pipeline.transform(df)   


val pipeline = new PretrainedPipeline("sent_bert_base_dutch_cased_gronlp_pipeline", lang = "nl")
val annotations = pipeline.transform(df)

Model Information

Model Name: sent_bert_base_dutch_cased_gronlp_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.0+
License: Open Source
Edition: Official
Language: nl
Size: 407.3 MB

References

https://huggingface.co/GroNLP/bert-base-dutch-cased

Included Models

  • DocumentAssembler
  • TokenizerModel
  • SentenceDetectorDLModel
  • BertSentenceEmbeddings