Clinical trial search: Using biomedical language understanding models for re-ranking.

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第一作者： Maciej,Rybinski

第一单位： CSIRO Data61, Marsfield, NSW, Australia. Electronic address: maciek.rybinski@csiro.au.

作者： Maciej,Rybinski ^[1] ; Jerry,Xu ^[2] ; Sarvnaz,Karimi ^[3]

作者单位： CSIRO Data61, Marsfield, NSW, Australia. Electronic address: maciek.rybinski@csiro.au. ^[1] CSIRO Data61, Marsfield, NSW, Australia; The University of Sydney, Sydney, NSW, Australia. Electronic address: jexu6775@uni.sydney.edu.au. ^[2] CSIRO Data61, Marsfield, NSW, Australia. Electronic address: sarvnaz.karimi@csiro.au. ^[3]

关键词 Bidirectional transformer encoder Clinical decision making Complex search Document search Information retrieval Learning-to-rank Natural language processing Precision medicine Ranking functions

主题词人类(Humans);语言(Language);自然语言处理(Natural Language Processing);前瞻性研究(Prospective Studies)

DOI 10.1016/j.jbi.2020.103530

PMID 32818666

发布时间 2021-07-28

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准确一般字义偏差语意偏离译文作用小提交