BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation. - Pierre Andrews; Mikel Artetxe; Mariano Coria Meglioli; Marta R. Costa-jussà; Joe Chuang; David Dale; Mark Duppenthaler; Nathanial Paul Ekberg; Cynthia Gao; Daniel Edward Licht; Jean Maillard; Alexandre Mourachko; et al. (EMNLP, 2025)

Omnilingual MT: Machine Translation for 1,600 Languages. - Belen Alastruey; Niyati Bafna; Andrea Caciolai; Kevin Heffernan; Artyom Kozhevnikov; Christophe Ropers; Eduardo Sánchez; Charles-Éric Saint-James; Ioannis Tsiamas; Chierh Cheng; Joe Chuang; Paul-Ambroise Duquenne; et al. (CoRR, 2026)