@inproceedings{qian-etal-2026-judgepanel, title = "{J}udge{P}anel: A Compact Judge with Panel Deliberation via Adaptive Multi-Reward Reinforcement Learning", author = "Qian, Yiyue and Zhang, Shinan and Song, Huan and Marlowe, Hannah R", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.910/", pages = "19253--19267", ISBN = "979-8-89176-462-0" }