牛哥精选 · 三个月

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📝 深度技术 arXiv NLP 2026-06-10

Beyond Memorization: Distinguishing Between Pattern-Based and Epistemic Reasoning in LLMs Using Epistemic Puzzles

用认知谜题测试LLM推理能力，揭示模型是真正理解还是仅靠模式匹配

arXiv:2603.21350v2 Announce Type: replace Abstract: Epistemic reasoning requires agents to infer the state of the world from partial observations and …

llm推理认知谜题模式匹配心智理论 ai可解释性

🤖 AI·大模型 arXiv 计算机视觉 2026-06-04

GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs

首提群体心智理论基准，评估多模态大模型在非线性社会涌现中的表现，ACL 2026收录

arXiv:2606.04184v1 Announce Type: new Abstract: True general intelligence requires not only a model of the physical world but also a social world mode…

群体心智理论多模态大模型基准测试社会涌现 acl 2026

🤖 AI·大模型 arXiv 机器学习 2026-06-02

ToMAP: Training Opponent-Aware LLM Persuaders with Theory of Mind

运用思维理论动态建模对手想法，让大模型说服力更接近人类。

arXiv:2505.22961v3 Announce Type: replace-cross Abstract: Large language models (LLMs) have shown promising potential in persuasion, but existing work…

llm 说服心智理论对手建模论文

📅 日期

2026-05-20 2026-05-19

🐂 牛哥精选

Beyond Memorization: Distinguishing Between Pattern-Based and Epistemic Reasoning in LLMs Using Epistemic Puzzles

GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs

ToMAP: Training Opponent-Aware LLM Persuaders with Theory of Mind

📅 日期