An analysis of gender bias studies in natural language processing

Artificial intelligence systems copy and amplify existing societal biases, a problem that by now is widely acknowledged and studied. But is current research of gender bias in natural language processing actually moving towards a resolution.

Bibliographic Details
Author: Ruiz Costa-Jussà, Marta|||0000-0002-5703-520X
Format: article
Publication Date:2019
Country:España
Institution:Universitat Politècnica de Catalunya (UPC)
Repository:UPCommons. Portal del coneixement obert de la UPC
Language:English
OAI Identifier:oai:upcommons.upc.edu:2117/346419
Online Access:https://hdl.handle.net/2117/346419
https://dx.doi.org/10.1038/s42256-019-0105-5
Access Level:Open access
Keyword:Sexism in language
Sex discrimination
Natural language processing (Computer science)
Artificial intelligence
Natural language processing
Gender bias
Sexisme en el llenguatge
Discriminació sexual
Tractament del llenguatge natural (Informàtica)
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic
id ES_bf5594eaad2000b37a73c0e0d86635b3
oai_identifier_str oai:upcommons.upc.edu:2117/346419
network_acronym_str ES
network_name_str España
repository_id_str
spelling An analysis of gender bias studies in natural language processingRuiz Costa-Jussà, Marta|||0000-0002-5703-520XSexism in languageSex discriminationNatural language processing (Computer science)Artificial intelligenceNatural language processingGender biasSexisme en el llenguatgeDiscriminació sexualTractament del llenguatge natural (Informàtica)Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústicArtificial intelligence systems copy and amplify existing societal biases, a problem that by now is widely acknowledged and studied. But is current research of gender bias in natural language processing actually moving towards a resolution.This work is supported by the Spanish Ministry of Economy and Competitiveness and the European Regional Development Fund (MINECO/ERDF, EU) through the programme Ramón y Cajal.Peer ReviewedSpringer Science and Business Media LLC20192019-10-1420212021-05-31journal articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/346419https://dx.doi.org/10.1038/s42256-019-0105-5reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/3464192026-05-27T15:37:01Z
dc.title.none.fl_str_mv An analysis of gender bias studies in natural language processing
title An analysis of gender bias studies in natural language processing
spellingShingle An analysis of gender bias studies in natural language processing
Ruiz Costa-Jussà, Marta|||0000-0002-5703-520X
Sexism in language
Sex discrimination
Natural language processing (Computer science)
Artificial intelligence
Natural language processing
Gender bias
Sexisme en el llenguatge
Discriminació sexual
Tractament del llenguatge natural (Informàtica)
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic
title_short An analysis of gender bias studies in natural language processing
title_full An analysis of gender bias studies in natural language processing
title_fullStr An analysis of gender bias studies in natural language processing
title_full_unstemmed An analysis of gender bias studies in natural language processing
title_sort An analysis of gender bias studies in natural language processing
dc.creator.none.fl_str_mv Ruiz Costa-Jussà, Marta|||0000-0002-5703-520X
author Ruiz Costa-Jussà, Marta|||0000-0002-5703-520X
author_facet Ruiz Costa-Jussà, Marta|||0000-0002-5703-520X
author_role author
dc.subject.none.fl_str_mv Sexism in language
Sex discrimination
Natural language processing (Computer science)
Artificial intelligence
Natural language processing
Gender bias
Sexisme en el llenguatge
Discriminació sexual
Tractament del llenguatge natural (Informàtica)
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic
topic Sexism in language
Sex discrimination
Natural language processing (Computer science)
Artificial intelligence
Natural language processing
Gender bias
Sexisme en el llenguatge
Discriminació sexual
Tractament del llenguatge natural (Informàtica)
Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic
description Artificial intelligence systems copy and amplify existing societal biases, a problem that by now is widely acknowledged and studied. But is current research of gender bias in natural language processing actually moving towards a resolution.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019-10-14
2021
2021-05-31
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
AM
http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/346419
https://dx.doi.org/10.1038/s42256-019-0105-5
url https://hdl.handle.net/2117/346419
https://dx.doi.org/10.1038/s42256-019-0105-5
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer Science and Business Media LLC
publisher.none.fl_str_mv Springer Science and Business Media LLC
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869418360463163392
score 15,301603

Similar Items