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Fanny Ducel

3 accepted papers

2025

“Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French

NAACL 2025findings

Healthcare professionals are increasingly including Language Models (LMs) in clinical practice. However, LMs have been shown to exhibit and amplify stereotypical biases that can cause life-threatening harm in a medical context. This study aims to evaluate gender biases in automatically generated cli…

2024

Your Stereotypical Mileage May Vary: Practical Challenges of Evaluating Biases in Multiple Languages and Cultural Contexts

COLING 2024main

Warning: This paper contains explicit statements of offensive stereotypes which may be upsetting The study of bias, fairness and social impact in Natural Language Processing (NLP) lacks resources in languages other than English. Our objective is to support the evaluation of bias in language models i…

Cited by 8SourcePDFScholar
2023

The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research

ACL 2023long

Recent advances in deep learning methods for natural language processing (NLP) have created new business opportunities and made NLP research critical for industry development. As one of the big players in the field of NLP, together with governments and universities, it is important to track the infl…