2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset. - Marta R. Costa-jussà; Bokai Yu; Pierre Andrews; Belen Alastruey; Necati Cihan Camgöz; Joe Chuang; Jean Maillard; Christophe Ropers; Arina Turkantenko; Carleigh Wood (CoRR, 2024)

Y-NQ: English-Yorùbá Evaluation dataset for Open-Book Reading Comprehension and Text Generation. - Marta R. Costa-jussà; Joy Chen; Ifeoluwanimi Adebara; Joe Chuang; Christophe Ropers; Eduardo Sánchez (CoRR, 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)

2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF. - Marta R. Costa-jussà; Bokai Yu; Pierre Andrews; Belen Alastruey; Necati Cihan Camgöz; Joe Chuang; Jean Maillard; Christophe Ropers; Arina Turkatenko; Carleigh Wood (ACL (Findings), 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)

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset. - Vasu Agrawal; Akinniyi Akinyemi; Kathryn Alvero; Morteza Behrooz; Julia Buffalini; Fabio Maria Carlucci; Joy Chen; Junming Chen; Zhang Chen; Shiyang Cheng; Praveen Chowdary; Joe Chuang; et al. (CoRR, 2025)