social reasoning

Are they lovers or friends? Evaluating LLMs’ Social Reasoning in English and Korean Dialogues ACL 2026 Bayesian Social Deduction with Graph-Informed Language Models ACL 2026 CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models ACL 2026 From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning AAAI 2026 Garbage In, Reasoning Out? Why Benchmark Scores are Unreliable and What to Do About It EACL 2026 MovieGraph-ToM: Evaluating Long-Range Theory of Mind in Large Language Models via Implicit Social-Causal Graphs AAAI 2026 Persona Prompting as a Lens on LLM Social Reasoning EACL 2026 Spot The Ball: A Benchmark for Visual Social Inference CVPR 2026 SVBench: Evaluation of Video Generation Models on Social Reasoning CVPR 2026 Identifying Power Relations in Conversations using Multi-Agent Social Reasoning NAACL 2025 Infer Human’s Intentions Before Following Natural Language Instructions AAAI 2025 Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly EMNLP 2025 Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities ACL 2025 Social Genome: Grounded Social Reasoning Abilities of Multimodal Models EMNLP 2025 Social Intelligence in the Age of LLMs NAACL 2025 SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025 TactfulToM: Do LLMs have the Theory of Mind ability to understand White Lies? EMNLP 2025 Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ACL 2025 Tracking Evolving Relationship Between Characters in Books in the Era of Large Language Models NAACL 2025 VIBE: Can a VLM Read the Room? EMNLP 2025 A Notion of Complexity for Theory of Mind via Discrete World Models EMNLP 2024 Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models EACL 2024 Language Models Represent Beliefs of Self and Others ICML 2024 Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations CVPR 2024 Rethinking Pragmatics in Large Language Models: Towards Open-Ended Evaluation and Preference Tuning EMNLP 2024