Mitigating Gender Bias in Natural Language Processing: Literature Review

Sun, Tony; Gaut, Andrew; Tang, Shirlyn; Huang, Yuxin; ElSherief, Mai; Zhao, Jieyu; Mirza, Diba; Belding, Elizabeth; Chang, Kai-Wei; Wang, William Yang

doi:10.18653/v1/p19-1159

preprintJan 1, 2019GOLD OA

Mitigating Gender Bias in Natural Language Processing: Literature Review

TSTony Sun AGAndrew Gaut STShirlyn Tang YHYuxin Huang MEMai ElSherief

University of California, Santa Barbara · UtopiaCompression (United States)

Indexed incrossref

Abstract

Tony Sun, Andrew Gaut, Shirlyn Tang, Yuxin Huang, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth Belding, Kai-Wei Chang, William Yang Wang. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. 2019.

Citation impact

490

total citations

FWCI: 33.66
Percentile: 100%
References: 63

Citations per year

Authors

TS
Tony SunCorresponding
University of California, Santa Barbara
AG
Andrew Gaut
University of California, Santa Barbara
ST
Shirlyn Tang
University of California, Santa Barbara
YH
Yuxin Huang
University of California, Santa Barbara
ME
Mai ElSherief
University of California, Santa Barbara

Topics & keywords

Topics

Topic Modeling99%
Hate Speech and Cyberbullying Detection99%
Natural Language Processing Techniques96%

Keywords

Computational linguistics
Computer science
Natural language processing
Natural language
Linguistics
Philosophy

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