Does bert need domain adaptation for clinical negation detection?

Chen Lin; Steven Bethard; Dmitriy Dligach; Farig Sadeque; Guergana Savova; Timothy A. Miller

doi:10.1093/jamia/ocaa001

Does bert need domain adaptation for clinical negation detection?

Chen Lin, Steven Bethard, Dmitriy Dligach, Farig Sadeque, Guergana Savova, Timothy A. Miller

Department of Computer Science

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	584-591
Number of pages	8
Journal	Journal of the American Medical Informatics Association
Volume	27
Issue number	4
DOIs	https://doi.org/10.1093/jamia/ocaa001
State	Published - Apr 1 2020

ASJC Scopus Subject Areas

Health Informatics

Keywords

Deep learning
Domain adaptation
Machine learning
Natural language processing
Negation

Access to Document

10.1093/jamia/ocaa001

Cite this

@article{904ca9b966394c18b8361cb296652331,

title = "Does bert need domain adaptation for clinical negation detection?",

keywords = "Deep learning, Domain adaptation, Machine learning, Natural language processing, Negation",

author = "Chen Lin and Steven Bethard and Dmitriy Dligach and Farig Sadeque and Guergana Savova and Miller, {Timothy A.}",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2020",

year = "2020",

month = apr,

day = "1",

doi = "10.1093/jamia/ocaa001",

language = "English",

volume = "27",

pages = "584--591",

journal = "Journal of the American Medical Informatics Association",