Human-AI Interaction

MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation EMNLP 2025 MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs ACL 2025 Multi-Domain Explainability of Preferences EMNLP 2025 Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems EMNLP 2025 Multilingual, Not Multicultural: Uncovering the Cultural Empathy Gap in LLMs through a Comparative Empathetic Dialogue Benchmark IJCNLP 2025 Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning NAACL 2025 Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects EMNLP 2025 Music Arena: Live Evaluation for Text-to-Music NeurIPS 2025 Musings on AI Muses: Support for Human Creativity NeurIPS 2025 My AI Agent Feels Gray on Her Period NeurIPS 2025 Navigating Rifts in Human-LLM Grounding: Study and Benchmark ACL 2025 Neural Causal Graph for Interpretable and Intervenable Classification ICLR 2025 Neural Speech Extraction with Human Feedback Interspeech 2025 Neuron based Personality Trait Induction in Large Language Models ICLR 2025 Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making EMNLP 2025 NormAd: A Framework for Measuring the Cultural Adaptability of Large Language Models NAACL 2025 NormGenesis: Multicultural Dialogue Generation via Exemplar-Guided Social Norm Modeling and Violation Recovery EMNLP 2025 No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size COLING 2025 Now You See Me: Context-Aware Automatic Audio Description WACV 2025 Observation Interference in Partially Observable Assistance Games ICML 2025 OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ACL 2025 Once Upon a Time: Interactive Learning for Storytelling with Small Language Models EMNLP 2025 On Psychology of AI – Does Primacy Effect Affect ChatGPT and Other LLMs? NAACL 2025 On the Effectiveness of Prompt-Moderated LLMs for Math Tutoring at the Tertiary Level EMNLP 2025 On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025