ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework

Kai Qin, Liangxin Liu, Yu Liang, Longzheng Wang, Yan Wang 0165, Yueyang Zhang, Long Xia, Zhiyuan Sun, Houde Liu, Daiting Shi. ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 36207-36223, Association for Computational Linguistics, 2026. [doi]

Abstract

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