Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings

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Bibliographic Details
Main Authors: Vaibhav Kumar, Tenzin Singhay Bhotia, Tanmoy Chakraborty
Format: Article
Language:English
Published: The MIT Press 2021-03-01
Series:Transactions of the Association for Computational Linguistics
Online Access:http://dx.doi.org/10.1162/tacl_a_00327
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author Vaibhav Kumar
Tenzin Singhay Bhotia
Vaibhav Kumar
Tanmoy Chakraborty
author_facet Vaibhav Kumar
Tenzin Singhay Bhotia
Vaibhav Kumar
Tanmoy Chakraborty
author_sort Vaibhav Kumar
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format Article
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institution OA Journals
issn 2307-387X
language English
publishDate 2021-03-01
publisher The MIT Press
record_format Article
series Transactions of the Association for Computational Linguistics
spelling doaj-art-b1600e73fd9b44b39e00d987c063dec42025-08-20T01:54:37ZengThe MIT PressTransactions of the Association for Computational Linguistics2307-387X2021-03-01810.1162/tacl_a_00327Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word EmbeddingsVaibhav KumarTenzin Singhay BhotiaVaibhav KumarTanmoy Chakrabortyhttp://dx.doi.org/10.1162/tacl_a_00327
spellingShingle Vaibhav Kumar
Tenzin Singhay Bhotia
Vaibhav Kumar
Tanmoy Chakraborty
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
Transactions of the Association for Computational Linguistics
title Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
title_full Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
title_fullStr Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
title_full_unstemmed Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
title_short Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings
title_sort nurse is closer to woman than surgeon mitigating gender biased proximities in word embeddings
url http://dx.doi.org/10.1162/tacl_a_00327
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AT tenzinsinghaybhotia nurseisclosertowomanthansurgeonmitigatinggenderbiasedproximitiesinwordembeddings
AT vaibhavkumar nurseisclosertowomanthansurgeonmitigatinggenderbiasedproximitiesinwordembeddings
AT tanmoychakraborty nurseisclosertowomanthansurgeonmitigatinggenderbiasedproximitiesinwordembeddings