Search Results for author: Thibaud Leteno

Found 2 papers, 1 papers with code

An investigation of structures responsible for gender bias in BERT and DistilBERT

no code implementations • 12 Jan 2024 • Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Christophe Gravier

In this paper, we propose an empirical exploration of this problem by formalizing two questions: (1) Can we identify the neural mechanism(s) responsible for gender bias in BERT (and by extension DistilBERT)?

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Fair Text Classification with Wasserstein Independence

1 code implementation • 21 Nov 2023 • Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Rémi Emonet, Christophe Gravier

This is more suitable for real-life scenarios compared to existing methods that require annotations of sensitive attributes at train time.

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