SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. - Seamless Communication; Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Paul-Ambroise Duquenne; Hady Elsahar; Hongyu Gong; Kevin Heffernan; John Hoffman; Christopher Klaiber; et al. (CoRR, 2023)

Seamless: Multilingual Expressive and Streaming Speech Translation. - Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Mark Duppenthaler; Paul-Ambroise Duquenne; Brian Ellis; Hady Elsahar; Justin Haaheim; John Hoffman; Min-Jae Hwang; et al. (CoRR, 2023)

MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector. - Marta R. Costa-jussà; Mariano Coria Meglioli; Pierre Andrews; David Dale; Prangthip Hansanti; Elahe Kalbassi; Alexandre Mourachko; Christophe Ropers; Carleigh Wood (ACL (Findings), 2024)

LCFO: Long Context and Long Form Output Dataset and Benchmarking. - Marta R. Costa-jussà; Pierre Andrews; Mariano Coria Meglioli; Joy Chen; Joe Chuang; David Dale; Christophe Ropers; Alexandre Mourachko; Eduardo Sánchez; Holger Schwenk; Tuan Tran; Arina Turkatenko; et al. (ACL (Findings), 2025)

On the Role of Speech Data in Reducing Toxicity Detection Bias. - Samuel J. Bell; Mariano Coria Meglioli; Megan Richards; Eduardo Sánchez; Christophe Ropers; Skyler Wang; Adina Williams; Levent Sagun; Marta R. Costa-jussà (NAACL (Long Papers), 2025)

BOUQuET: dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation. - The Omnilingual MT Team; Pierre Andrews; Mikel Artetxe; Mariano Coria Meglioli; Marta R. Costa-jussà; Joe Chuang; David Dale; Cynthia Gao; Jean Maillard; Alex Mourachko; Christophe Ropers; Safiyyah Saleem; et al. (CoRR, 2025)