@inproceedings{xiao-chao-2026-lexically, title = "Lexically Stable but Semantically Improvable: On the Editability of Machine Translation Drafts for {LLM} Post-Editing", author = "Xiao, Tianlin and Chao, WenHan", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-long.58/", pages = "1236--1259", ISBN = "979-8-89176-439-2" }