@inproceedings{lv-etal-2026-learning-query, title = "Learning Query-Specific Rubrics from Human Preferences for {D}eep{R}esearch Report Generation", author = "Lv, Changze and Zhou, Jie and Zhao, Wentao and Xu, Jingwen and Dou, Shihan and Huang, Zisu and Tian, Muzhao and Wang, Xiaohua and Liu, Yang and Zhou, Pluto and Gui, Tao and Tian, Le and Xiao, Zhou and Zheng, Xiaoqing and Huang, Xuanjing and Zhou, Jie", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1841/", pages = "41870--41897", ISBN = "979-8-89176-459-0" }