@inproceedings{he-etal-2025-beyond, title = "Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning", author = "He, Qianxi and Ren, Qingyu and Lei, Shanzhe and Wang, Xuhong and Wang, Yingchun", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1385/", pages = "27215--27231", ISBN = "979-8-89176-332-6" }