@inproceedings{jian-etal-2026-patarm, title = "{P}a{T}a{RM}: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling", author = "Jian, Ai and Ruan, Jingqing and Ma, Xing and Li, Dailin and Zhang, Weipeng and Zeng, Ke and Cai, Xunliang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.927/", pages = "20240--20268", ISBN = "979-8-89176-390-6" }