@inproceedings{zhang-etal-2026-sentient, title = "Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models", author = "Zhang, Bang and Ma, Ruotian and Jiang, Qingxuan and Wang, Peisong and Chen, Jiaqi and Xie, Zheng and Chen, Xingyu and Wang, Yue and Ye, Fanghua and Li, Jian and Yang, Yifan and Tu, Zhaopeng and Li, Xiaolong", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-acl.1905/", pages = "38196--38224", ISBN = "979-8-89176-395-1" }