CoSToM maps ToM features inside LLMs with causal tracing and steers activations in critical layers to boost intrinsic social reasoning and dialogue quality.
InProceedings of the AAAI Conference on Artificial Intelligence, vol- ume 38, pages 17853–17861
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CoSToM:Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models
CoSToM maps ToM features inside LLMs with causal tracing and steers activations in critical layers to boost intrinsic social reasoning and dialogue quality.