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Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study.

Ying XiongShuai ChenQingcai ChenJun YanBuzhou Tang
Published in: JMIR medical informatics (2020)
Experimental results show that both character-level information and entity-level information can effectively enhance the BERT-based STS model.
Keyphrases
  • healthcare
  • health information
  • social media