The Paper or the Video: Why Choose? - Hugo Mougard; Matthieu Riou; Colin de la Higuera; Solen Quiniou; Olivier Aubert (WWW (Companion Volume), 2015)

Integration and evaluation of social competences such as humor in an artificial interactive agent. - Matthieu Riou; Bassam Jabaian; Stéphane Huet; Thierry Chaminade; Fabrice Lefèvre (ISIAA@ICMI, 2017)

Online Adaptation of an Attention-Based Neural Network for Natural Language Generation. - Matthieu Riou; Bassam Jabaian; Stéphane Huet; Fabrice Lefèvre (INTERSPEECH, 2017)

Apprentissage en ligne interactif d'un générateur en langage naturel neuronal pour le dialogue homme-machine (On-line Interactive Learning of Natural Language Neural Generation for Human-machine). - Matthieu Riou; Bassam Jabaian; Stéphane Huet; Fabrice Lefèvre (TALN (2), 2017)

Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager. - Matthieu Riou; Bassam Jabaian; Stéphane Huet; Fabrice Lefèvre (ICASSP, 2019)

Renforcement en-ligne pour l'apprentissage conjoint de l'analyseur sémantique et du gestionnaire de dialogue d'un système d'interaction vocale. - Matthieu Riou; Bassam Jabaian; Stéphane Huet; Fabrice Lefèvre (RJCIA, 2019)

Lilia, A Showcase for Fast Bootstrap of Conversation-Like Dialogues Based on a Goal-Oriented System. - Matthieu Riou; Bassam Jabaian; Stéphane Huet; Fabrice Lefèvre (SLSP, 2019)

Reinforcement adaptation of an attention-based neural natural language generator for spoken dialogue systems. - Matthieu Riou; Bassam Jabaian; Stéphane Huet; Fabrice Lefèvre (Dialogue Discourse, 2019)

Findings from Experiments of On-line Joint Reinforcement Learning of Semantic Parser and Dialogue Manager with real Users. - Matthieu Riou; Bassam Jabaian; Stéphane Huet; Fabrice Lefèvre (CoRR, 2021)