@inproceedings{liu-etal-2026-deepresearch, title = "{D}eep{R}esearch {R}eward{B}ench: Evaluating Reward Models for Deep Research Report", author = "Liu, Shudong and Zhong, Yuting and Chen, Guanhua and Yang, Xinyi and Liu, Junnan and Chao, Lidia S. and Liu, Jiaheng and Wong, Derek F.", 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.1611/", pages = "34302--34319", ISBN = "979-8-89176-462-0" }