theory of mind
PulseAugur coverage of theory of mind — every cluster mentioning theory of mind across labs, papers, and developer communities, ranked by signal.
3 天有情绪数据
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新的 OSCToM 方法提升了 LLM 的心智理论推理能力
研究人员开发了 OSCToM，这是一种新颖的方法，可以增强大型语言模型 (LLM) 的心智理论 (ToM) 推理能力，特别是在涉及嵌套信念冲突的复杂社交场景中。该方法利用强化学习和专门的领域特定语言来生成具有挑战性的观察者-自我冲突，推动 LLM 超越简单的视角采择。实验表明，OSCToM-8B 在 FANToM 等基准测试上的性能显著提高，准确率达到 76%，而之前的研究结果则有所不同，并展示了更高效的数据合成过程。
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New TTBYS framework boosts LLM persuasive dialogue with dual knowledge
Researchers have introduced a new framework called Think Thrice Before You Speak (TTBYS) to enhance the Theory of Mind (ToM) capabilities in large language models for persuasive dialogue. This framework addresses limita…
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AI agents learn human beliefs and spatial reasoning
Researchers are exploring how AI agents can better understand human beliefs and intentions, particularly in interactive scenarios. One paper proposes a second-order Theory of Mind (ToM-2) framework using I-POMDP to enab…
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HiCrew: Hierarchical Reasoning for Long-Form Video Understanding via Question-Aware Multi-Agent Collaboration
Researchers have developed new frameworks to improve video understanding and reasoning capabilities in AI models. StoryTR introduces a benchmark and training method focused on 'Theory of Mind' to infer narrative causali…