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Quantifying gender bias towards politicians in cross-lingual language models

Recent research has demonstrated that large pre-trained language models reflect societal biases expressed in natural language. The present paper introduces a simple method for probing language models to conduct a multilingual study of gender bias towards politicians. We quantify the usage of adjecti...

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Detalles Bibliográficos
Autores principales: Stańczak, Karolina, Ray Choudhury, Sagnik, Pimentel, Tiago, Cotterell, Ryan, Augenstein, Isabelle
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684026/
https://www.ncbi.nlm.nih.gov/pubmed/38015835
http://dx.doi.org/10.1371/journal.pone.0277640