@inproceedings{alastruey-etal-2026-omnilingual, title = "Omnilingual {MT}: Machine Translation for 1,600 Languages", author = "Alastruey, Belen and Bafna, Niyati and Caciolai, Andrea and Heffernan, Kevin and Kozhevnikov, Artyom and Ropers, Christophe and S{\'a}nchez, Eduardo and Saint-James, Charles-{\'E}ric and Tsiamas, Ioannis and Cao, Xiang Tony and Cheng, Chierh and Chuang, Joe and Duquenne, Paul-Ambroise and Duppenthaler, Mark and Gao, Cynthia and Huguet Cabot, Pere-Llu{\'i}s and Janeiro, Jo{\~a}o Maria and Maillard, Jean and Mejia-Gonzalez, Gabriel Eduardo and Schwenk, Holger and Toledo, Edan and Turkatenko, Arina and Ventayol-Boada, Albert and Arikapudi, Ravi and Ekberg, Nathanial Paul and Moritz, Rashel and Mourachko, Alexandre and Parimi, Surya and Williamson, Mary and Yates, Shireen and Dale, David and Costa-juss{\`a}, Marta R.", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1280/", pages = "29177--29200", ISBN = "979-8-89176-459-0" }