Dialogue Systems

INTERACT: Enabling Interactive, Question-Driven Learning in Large Language Models ACL 2025 Interaction Matters: An Evaluation Framework for Interactive Dialogue Assessment on English Second Language Conversations COLING 2025 Interaction-Required Suggestions for Control, Ownership, and Awareness in Human-AI Co-Writing NAACL 2025 Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System COLING 2025 InteractSpeech: A Speech Dialogue Interaction Corpus for Spoken Dialogue Model EMNLP 2025 Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History CoNLL 2025 IntrEx: A Dataset for Modeling Engagement in Educational Conversations EMNLP 2025 Investigating the Impact of Incremental Processing and Voice Activity Projection on Spoken Dialogue Systems COLING 2025 IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025 iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation ACL 2025 I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue ACL 2025 Is this Chatbot Trying to Sell Something? Towards Oversight of Chatbot Sales Tactics EMNLP 2025 It Depends: Resolving Referential Ambiguity in Minimal Contexts with Commonsense Knowledge EMNLP 2025 It’s Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? ACL 2025 Jinan Smart Education at BEA 2025 Shared Task: Dual Encoder Architecture for Tutor Identification via Semantic Understanding of Pedagogical Conversations ACL 2025 KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding ACL 2025 KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy NAACL 2025 Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling ACL 2025 KokoroChat: A Japanese Psychological Counseling Dialogue Dataset Collected via Role-Playing by Trained Counselors ACL 2025 KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus NAACL 2025 LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering ACL 2025 Language Model Can Listen While Speaking AAAI 2025 Learning Contextual Retrieval for Robust Conversational Search EMNLP 2025 Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings NAACL 2025 Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training ICLR 2025