Introduces ToM-PD task and ToM-BPD dataset plus TTBYS dual-knowledge framework, with Qwen3-8B outperforming GPT-5 on desire, belief, and strategy prediction.
InProceedings of the IEEE/CVF conference on computer vision and pattern recognition, pages 19187–19197
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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CoSToM maps ToM features inside LLMs with causal tracing and steers activations in critical layers to boost intrinsic social reasoning and dialogue quality.
citing papers explorer
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Think Thrice Before You Speak: Dual knowledge-enhanced Theory-of-Mind Reasoning for Persuasive Agents
Introduces ToM-PD task and ToM-BPD dataset plus TTBYS dual-knowledge framework, with Qwen3-8B outperforming GPT-5 on desire, belief, and strategy prediction.
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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.