@inproceedings{brinton-etal-2026-interlingua, title = "The Interlingua Hypothesis: {LLM}s Translate via a Latent Task-agnostic Feature Space", author = "Brinton, Jacob and Brinkmann, Jannik and Crovella, Mark and Mueller, Aaron", 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.2470/", pages = "56088--56108", ISBN = "979-8-89176-459-0" }