Cardiac Abnormality Detection Based on an Ensemble Voting of Single-Lead Classifier Predictions. - Pierre G. Aublin; Mouin Ben Ammar; Nina Achache; Mélina Benahmed; Aymane El Hichami; Michel Barret; Jérémy Fix; Julien Oster (CinC, 2021)

Evaluating Self-attention Interpretability Through Human-Grounded Experimental Protocol. - Milan Bhan; Nina Achache; Victor Legrand; Annabelle Blangero; Nicolas Chesneau (xAI (3), 2023)

Mitigating Text Toxicity with Counterfactual Generation. - Milan Bhan; Jean-Noël Vittaut; Nina Achache; Victor Legrand; Nicolas Chesneau; Annabelle Blangero; Juliette Murris; Marie-Jeanne Lesot (CoRR, 2024)