@inproceedings{xia-etal-2025-beyond-numeric, title = "Beyond Numeric Rewards: In-Context Dueling Bandits with {LLM} Agents", author = "Xia, Fanzeng and Liu, Hao and Yue, Yisong and Li, Tongxin", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.findings-acl.519/", pages = "9959--9988", ISBN = "979-8-89176-256-5" }