personality trait

Can LLMs Truly Embody Human Personality? Analyzing AI and Human Behavior Alignment in Dispute Resolution AAAI 2026 GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing ACL 2026 IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization AAAI 2026 MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning AAAI 2026 Persona-E²: A Human-Grounded Dataset for Personality-Shaped Emotional Responses to Textual Events ACL 2026 Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness ACL 2026 Semantic Factor Analysis: Validating Personality Structure Recovery from empirically-mediated Word Embeddings EACL 2026 Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models ACL 2026 BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025 Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025 Exploring the Impact of Language Switching on Personality Traits in LLMs COLING 2025 Exploring the Impact of Personality Traits on LLM Bias and Toxicity EMNLP 2025 From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs NAACL 2025 From Traits to Empathy: Personality-Aware Multimodal Empathetic Response Generation COLING 2025 How Personality Traits Shape LLM Risk-Taking Behaviour ACL 2025 Modeling, Evaluating, and Embodying Personality in LLMs: A Survey EMNLP 2025 Modeling Subjectivity in Cognitive Appraisal with Language Models EMNLP 2025 Neuron based Personality Trait Induction in Large Language Models ICLR 2025 OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ACL 2025 Persona Dynamics: Unveiling the Impact of Persona Traits on Agents in Text-Based Games ACL 2025 Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks EMNLP 2025 P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts ACL 2025 PVP: An Image Dataset for Personalized Visual Persuasion with Persuasion Strategies, Viewer Characteristics, and Persuasiveness Ratings ACL 2025 ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind AAAI 2025 Big-Five Backstage: A Dramatic Dataset for Characters Personality Traits & Gender Analysis COLING 2024