Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction. - Pierre Colombo; Emile Chapuis; Matteo Manica; Emmanuel Vignon; Giovanna Varni; Chloé Clavel (AAAI, 2020)

Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. - Hamid Jalalzai; Pierre Colombo; Chloé Clavel; Éric Gaussier; Giovanna Varni; Emmanuel Vignon; Anne Sabourin (NeurIPS, 2020)

Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue. - Pierre Colombo; Emile Chapuis; Matteo Manica; Emmanuel Vignon; Giovanna Varni; Chloé Clavel (CoRR, 2020)

Hidden Markov Chains, Entropic Forward-Backward, and Part-Of-Speech Tagging. - Elie Azeraf; Emmanuel Monfrini; Emmanuel Vignon; Wojciech Pieczynski (CoRR, 2020)

Highly Fast Text Segmentation With Pairwise Markov Chains. - Elie Azeraf; Emmanuel Monfrini; Emmanuel Vignon; Wojciech Pieczynski (CIST, 2021)

Introducing the Hidden Neural Markov Chain Framework. - Elie Azeraf; Emmanuel Monfrini; Emmanuel Vignon; Wojciech Pieczynski (ICAART (2), 2021)