@inproceedings{ye-etal-2026-listening, title = "Listening to the Echo: User-Reaction Aware Policy Optimization via Scalar-Verbal Hybrid Reinforcement Learning", author = "Ye, Jing and Zhao, Xinpei and Xiang, Lu and Zhang, Yaping and Zong, Chengqing", 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.73/", pages = "1485--1515", ISBN = "979-8-89176-462-0" }