Members of this project
Fanny Ducel
https://fannyducel.github.io/PhD Student at LISN
Bias analysis in Large Language Models
Karën Fort
https://members.loria.fr/KFort/Linguistic resources for NLP and professor at Univ. de Lorraine
Language resources and ethics for NLP
Aurélie Névéol
https://perso.limsi.fr/neveol/CNRS Researcher at LISN (formerly, LIMSI)
Clinical and biomedical Natural Language Processing
Context of the project
This website is a demonstration of the "You'll be a nurse, my son!" paper written by Fanny Ducel, Aurélie Névéol and Karën Fort. It aims at evaluating gender biases in French (and Italian, and can be extended to other inflected languages) for the use-case of cover letter generation.
More generally, this article and associated tool are part of Fanny Ducel's PhD thesis on bias evaluation in autoregressive language models, which is directed by Karën Fort and Aurélie Névéol at Université Paris-Saclay.
This thesis is associated with InExtenso, an ANR project in partnership with CHU Rouen, LISN and LORIA.
This website, as well as the leaderboards, were developed by Jeffrey André in the context of an internship.