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This repository has been archived by the owner on Aug 12, 2021. It is now read-only.

New BERT Healthcare Embeddings Pack

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@saif-ellafi saif-ellafi released this 27 Nov 22:13
· 382 commits to master since this release

Model or model pack description:

BioBERT models pack:

We are very excited to share these 5 new BioBERT models with our enterprise users!

Model name language loc
BertEmbeddingsModel biobert_pubmed_cased en clinical/models
BertEmbeddingsModel biobert_pmc_cased en clinical/models
BertEmbeddingsModel biobert_pubmed_pmc_cased en clinical/models
BertEmbeddingsModel biobert_clinical_cased en clinical/models
BertEmbeddingsModel biobert_discharge_cased en clinical/models

The biobert_pubmed_cased, biobert_pmc_cased, and biobert_pubmed_pmc_cased models are thanks to BioBERT pretrained models from their paper: https://arxiv.org/abs/1901.08746
The biobert_clinical_cased and biobert_discharge_cased models are from another amazing release called clinicalBERT from their paper: https://www.aclweb.org/anthology/W19-1909/

Spark NLP:

  • HEALTHCARE

Last update

26/11/2019

Works with

Spark NLP 2.3.1 and above