Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell. - Djamé Seddah; Farah Essaidi; Amal Fethi; Matthieu Futeral; Benjamin Muller; Pedro Javier Ortiz Suárez; Benoît Sagot; Abhishek Srivastava (ACL, 2020)

Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation. - Matthieu Futeral; Cordelia Schmid; Ivan Laptev; Benoît Sagot; Rachel Bawden (ACL (1), 2023)

mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus. - Matthieu Futeral; Armel Randy Zebaze; Pedro Ortiz Suarez; Julien Abadji; Rémi Lacroix; Cordelia Schmid; Rachel Bawden; Benoît Sagot (ACL (Findings), 2025)

MAD Speech: Measures of Acoustic Diversity of Speech. - Matthieu Futeral; Andrea Agostinelli; Marco Tagliasacchi; Neil Zeghidour; Eugene Kharitonov (NAACL (Long Papers), 2025)

Towards Zero-Shot Multimodal Machine Translation. - Matthieu Futeral; Cordelia Schmid; Benoît Sagot; Rachel Bawden (NAACL (Findings), 2025)