A temporal-aware hierarchical reinforcement learning method improves a 7B LLM's social reasoning enough to rival DeepSeek-R1 and OpenAI-O3 on in-domain theory-of-mind benchmarks.
Perceptions to beliefs: Exploring precursory inferences for theory of mind in large language models
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TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence
A temporal-aware hierarchical reinforcement learning method improves a 7B LLM's social reasoning enough to rival DeepSeek-R1 and OpenAI-O3 on in-domain theory-of-mind benchmarks.