Search Results for author: Annabelle Blangero

Found 3 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

ClimateQ&A: Bridging the gap between climate scientists and the general public

no code implementations18 Mar 2024 Natalia De La Calzada, Théo Alves Da Costa, Annabelle Blangero, Nicolas Chesneau

This research paper investigates public views on climate change and biodiversity loss by analyzing questions asked to the ClimateQ&A platform.

Chatbot

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.

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