作者位次 #5/9ACL 2026Findings· Findings of ACL
T o M -Synth: Scaling Robust Theory of Mind in LLM s via 6,912 Structured Social Units
Guiyang Hou · Xiang Huang · Shangke Lyu · Yuchuan Wu · Weiyao Luo · Xinyu Mei · Yongliang Shen · Weiming Lu · Yongbin Li
摘要
Theory of Mind (ToM), the ability to infer others’ mental states from behavior, is pivotal for developing machines with human-level social intelligence. Existing methods endowing LLMs with ToM fall into two paradigms: training-free methods and those repurposing ToM evaluation benchmarks as traini...