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BioBERT: a pre-trained biomedical language representation model for biomedical text mining #12

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tm4roon opened this issue Oct 12, 2019 · 0 comments
Open

BioBERT: a pre-trained biomedical language representation model for biomedical text mining #12

tm4roon opened this issue Oct 12, 2019 · 0 comments
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Language Understanding Language Understanding Word Representation Word Representation
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tm4roon commented Oct 12, 2019 •
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BioBERT: a pre-trained biomedical language representation model for biomedical text mining

Wikipedia, BooksCorpusで学習したBERTをさらに、医療関係の大規模なテキスト(PubMed, PMC)で学習したモデルBioBERTを提案。医療ドメインのNER, Relation extraction, Question answeringで、BERTを上回る性能を達成し、医療ドメインテキストによる事前学習の有用性を示した。

文献情報

  • 著者: Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So and Jaewoo Kang
  • リンク: https://arxiv.org/abs/1901.08746
  • 学会: arXiv2019
@tm4roon tm4roon added Language Understanding Language Understanding Word Representation Word Representation labels Oct 12, 2019
@tm4roon tm4roon added this to 2019 in arXiv Oct 12, 2019
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