@inproceedings{pasion-etal-2026-toward, title = "Toward Equitable Machine Translation for Atypical Speech: An {LLM} Post-Correction Approach", author = "Pasion, Grace and Shurtz, Ammon and Richardson, Steve", editor = "Briakou, Eleftheria and Gwinnup, Jeremy and Goel, Shivali", booktitle = "Proceedings of the 17th Conference of the Association for Machine Translation in the {A}mericas (Volume 1: Research Track)", month = aug, year = "2026", address = "Qu{\'e}bec City, Canada", publisher = "Association for Machine Translation in the Americas", url = "https://aclanthology.org/2026.amta-research.3/", pages = "28--41" }