Dialogue Systems

Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests COLING 2025 Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025 MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation EMNLP 2025 MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025 Measure only what is measurable: towards conversation requirements for evaluating task-oriented dialogue systems ACL 2025 Measuring Sycophancy of Language Models in Multi-turn Dialogues EMNLP 2025 Measuring the Robustness of Reference-Free Dialogue Evaluation Systems COLING 2025 MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing ACL 2025 MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf EMNLP 2025 MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims NAACL 2025 Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching EMNLP 2025 MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025 MINDS: A Cross-Cultural Dialogue Corpus for Social Norm Classification and Adherence Detection IJCNLP 2025 MIND: Towards Immersive Psychological Healing with Multi-Agent Inner Dialogue EMNLP 2025 Mining Complex Patterns of Argumentative Reasoning in Natural Language Dialogue ACL 2025 MIRAGE: Exploring How Large Language Models Perform in Complex Social Interactive Environments ACL 2025 “Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue EMNLP 2025 Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions ICLR 2025 Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks Interspeech 2025 Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs ACL 2025 Moderation Matters: Measuring Conversational Moderation Impact in English as a Second Language Group Discussion ACL 2025 MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues NAACL 2025 MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles ICML 2025 MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation EMNLP 2025 MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents NAACL 2025