Human-AI Interaction

Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models AAAI 2025 OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents ACL 2025 PAARS: Persona Aligned Agentic Retail Shoppers ACL 2025 PAD: Personalized Alignment of LLMs at Decoding-time ICLR 2025 PAL: Sample-Efficient Personalized Reward Modeling for Pluralistic Alignment ICLR 2025 Panel-by-Panel Souls: A Performative Workflow for Expressive Faces in AI-Assisted Manga Creation NeurIPS 2025 PanicToCalm: A Proactive Counseling Agent for Panic Attacks EMNLP 2025 Parallel Communities Across the Surface Web and the Dark Web EMNLP 2025 Participatory Design for Positive Impact: Behind the Scenes of Three NLP Projects ACL 2025 People will agree what I think: Investigating LLM’s False Consensus Effect NAACL 2025 PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation AAAI 2025 PersLLM: A Personified Training Approach for Large Language Models EMNLP 2025 Persona-Consistent Dialogue Generation via Pseudo Preference Tuning COLING 2025 Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025 PersonaGym: Evaluating Persona Agents and LLMs EMNLP 2025 Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks IJCNLP 2025 Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment ACL 2025 PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants ACL 2025 Personality Alignment of Large Language Models ICLR 2025 Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks EMNLP 2025 Personalized Learning in Action: Exploring AI and Robotics for Early Childhood Education AAAI 2025 Personalized LLM Decoding via Contrasting Personal Preference EMNLP 2025 Personalized Question Answering with User Profile Generation and Compression EMNLP 2025 PersonalLLM: Tailoring LLMs to Individual Preferences ICLR 2025 PersonaTAB: Predicting Personality Traits using Textual, Acoustic, and Behavioral Cues in Fully-Duplex Speech Dialogs Interspeech 2025