De-biasing “bias” measurement

K Lum, Y Zhang, A Bower - Proceedings of the 2022 ACM Conference …, 2022 - dl.acm.org
When a model's performance differs across socially or culturally relevant groups–like race,
gender, or the intersections of many such groups–it is often called” biased.” While much of …

A case study of integrating fairness visualization tools in machine learning education

A Mashhadi, A Zolyomi, J Quedado - CHI Conference on Human Factors …, 2022 - dl.acm.org
As demonstrated by media attention and research, Artificial Intelligence systems are not
adequately addressing issues of fairness and bias, and more education on these topics is …

A tool to overcome technical barriers for bias assessment in human language technologies

LA Alemany, L Benotti, L Gonzalez, HJ Maina… - 2022 - ri.conicet.gov.ar
Automatic processing of language is becoming pervasive in our lives, oftentaking central
roles in our decision making, like choosing the wording for ourmessages and mails …

Methods and Measures for bias detection in natural language processing: A study on word embeddings and masked models

N Maddalozzo - 2023 - webthesis.biblio.polito.it
The society in which we live is influenced by prejudices that discriminate against specific
groups of the population. In recent years, the presence of these biases has been detected in …

[HTML][HTML] A tool to overcome technical barriers for bias assessment in human language technologies (edia paper)

L Ación, LA Alemany, L Benotti… - … : hacia una agenda …, 2023 - feministai.pubpub.org
Automatic processing of language is be-coming pervasive in our lives, often taking central
roles in our decision making, like choosing the wording for our messages and mails …

[PDF][PDF] DISCOURS ÉCRITS DE LA COMMUNAUTÉ D'INCELS. IS: LES BIAIS D'ASSOCIATIONS EXPLICITES DANS LES MODÈLES DE PLONGEMENT

S Sénéchal, J van Dorpe - cla-acl.ca
Les incels sont reconnus pour la toxicité et le caractère haineux de leurs discours (Preston
et al., 2021; Pelzer et al., 2021) et sont considérés comme des extrémistes violents depuis …

[PDF][PDF] ANALYSE AUTOMATIQUE DES BIAIS REVENDIQUÉS PAR LA COMMUNAUTÉ D'INCELS. IS

J VAN DORPE, S SÉNÉCHAL - cel.uqam.ca
Résumé Cet article présente une étude sur les discours écrits des incels sur le forum
spécialisé incels. is. Nous explorons la façon dont les biais d'associations explicitement …