@inproceedings{hou-etal-2025-scaling, title = "Scaling {LLM}s' Social Reasoning: Sprinkle Cognitive ``Aha Moment'' into Fundamental Long-thought Logical Capabilities", author = "Hou, Guiyang and Zhang, Wenqi and Zheng, Zhe and Shen, Yongliang and Lu, Weiming", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.findings-acl.162/", pages = "3126--3138", ISBN = "979-8-89176-256-5" }