Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS. - Eleni Nisioti; Matéo Mahaut; Pierre-Yves Oudeyer; Ida Momennejad; Clément Moulin-Frier (CoRR, 2022)

Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators. - Matéo Mahaut; Laura Aina; Paula Czarnowska; Momchil Hardalov; Thomas Müller; Lluís Màrquez (ACL (1), 2024)

Referential communication in heterogeneous communities of pre-trained visual deep networks. - Matéo Mahaut; Roberto Dessì; Francesca Franzon; Marco Baroni (Trans. Mach. Learn. Res., 2025)

Repetitions are not all alike: distinct mechanisms sustain repetition in language models. - Matéo Mahaut; Francesca Franzon (CoRR, 2025)

An approach to identify the most semantically informative deep representations of text and images. - Santiago Acevedo; Andrea Mascaretti; Riccardo Rende; Matéo Mahaut; Marco Baroni; Alessandro Laio (CoRR, 2025)