theory of mind

Adaptive Theory of Mind for LLM-based Multi-Agent Coordination AAAI 2026 CogToM: A Comprehensive Theory of Mind Benchmark inspired by Human Cognition for Large Language Models ACL 2026 CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models ACL 2026 Decidable Multi-agent Epistemic Planning: A Situation Calculus Approach AAAI 2026 GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs ACL 2026 Let’s Put Ourselves in Sally’s Shoes: Shoes-of-Others Prefilling Improves Theory of Mind in Large Language Models EACL 2026 MindPower: Enabling Theory-of-Mind Reasoning in VLM-based Embodied Agents CVPR 2026 MovieGraph-ToM: Evaluating Long-Range Theory of Mind in Large Language Models via Implicit Social-Causal Graphs AAAI 2026 On Emergent Social World Models — Evidence for Functional Integration of Theory of Mind and Pragmatic Reasoning in Language Models ACL 2026 PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters’ Lack of Knowledge ACL 2026 Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos AAAI 2026 RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems AAAI 2026 Theory-of-Mind in Partially Observed, Mixed-Motive Games AAAI 2026 The Tatort Test of Intelligence: Towards Narrative Comprehension as a Benchmark for AI AAAI 2026 Traces of Social Competence in Large Language Models CoNLL 2026 Unplugged Activities on Machine Learning and Their Evaluation Through Mental States Attribution AAAI 2026 Video-Only ToM: Enhancing Theory of Mind in Multimodal Large Language Models CVPR 2026 XToM: Exploring the Multilingual Theory of Mind for Large Language Models ACL 2026 Agentic-ToM: Cognition-Inspired Agentic Processing For Enhancing Theory of Mind Reasoning EMNLP 2025 Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models EMNLP 2025 AnaToM: A Dataset Generation Framework for Evaluating Theory of Mind Reasoning Toward the Anatomy of Difficulty through Structurally Controlled Story Generation IJCNLP 2025 Are explicit belief representations necessary? A comparison between Large Language Models and Bayesian probabilistic models NAACL 2025 Beyond Context to Cognitive Appraisal: Emotion Reasoning as a Theory of Mind Benchmark for Large Language Models ACL 2025 Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment ACL 2025 Brittle Minds, Fixable Activations: Understanding Belief Representations in Language Models EMNLP 2025