@inproceedings{sun-etal-2026-judi, title = "{J}u{D}i: Revisiting Judge Decoding from First Principles via Training-Free Distributional Divergence", author = "Sun, Shengyin and Li, Yiming and Liu, Renxi and Lin, Weizhe and Zhen, Hui-Ling and Yu, Xianzhi and Yuan, Mingxuan and Ma, Chen", 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.150/", pages = "3471--3490", ISBN = "979-8-89176-459-0" }