@inproceedings{jiang-etal-2026-vibe, title = "{VIBE}-Bench: Evaluating Personalized Large Language Models When Profiles Don{'}t Mean Preferences", author = "Jiang, Yiwen and Deng, Yang and Fong, Stephanie and Wang, Zimu and Shen, Yaling and Feng, Wei and Yang, Hongxi and Zhao, Xiangyu and Xu, Zhongxing and Mehta, Deval and Cheng, Xuelian and Ge, Zongyuan", 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.1676/", pages = "35771--35797", ISBN = "979-8-89176-462-0" }