Search Results for author: Victor Legrand

Found 2 papers, 0 papers with code

Mitigating Text Toxicity with Counterfactual Generation

no code implementations16 May 2024 Milan Bhan, Jean-Noel Vittaut, Nina Achache, Victor Legrand, Nicolas Chesneau, Annabelle Blangero, Juliette Murris, Marie-Jeanne Lesot

In this work, we propose to apply counterfactual generation methods from the eXplainable AI (XAI) field to target and mitigate textual toxicity.

counterfactual Feature Importance

Evaluating self-attention interpretability through human-grounded experimental protocol

no code implementations27 Mar 2023 Milan Bhan, Nina Achache, Victor Legrand, Annabelle Blangero, Nicolas Chesneau

A human-grounded experiment is conducted to evaluate and compare CLS-A to other interpretability methods.

Cannot find the paper you are looking for? You can Submit a new open access paper.