Learning Dynamic Belief Graphs for Theory-of-mind Reasoning.

arXiv:2603.20170v2 Announce Type: replace Abstract: Theory of Mind (ToM) reasoning with Large Language Models (LLMs) requires inferring how people's implicit, evolving beliefs shape what they seek and how they act under uncertainty -- especially in high-stakes