Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision

Xiaopeng Ye, Chen Xu 0010, Chaoliang Zhang, Zhaocheng Du, Jun Xu 0001, Gang Wang 0056, Zhenhua Dong. Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 15113-15128, Association for Computational Linguistics, 2025. [doi]

Abstract

Abstract is missing.