@inproceedings{cao-etal-2026-scores, title = "From Scores to Preferences: Redefining Evaluation Paradigm for Speech Quality Reward Modeling", author = "Cao, Yifei and Jiang, Changhao and Zhuang, Jiabao and Sun, Jiajun and Zhang, Ming and Xi, Zhiheng and Li, Hui and Dou, Shihan and Wang, Yuran and Zhang, Yunke and Ji, Tao and Gui, Tao and Zhang, Qi and Huang, Xuanjing", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1638/", pages = "32731--32749", ISBN = "979-8-89176-395-1" }