Dialogue Systems

Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025 Proactive User Information Acquisition via Chats on User-Favored Topics EMNLP 2025 ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025 PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations ACL 2025 PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support ACL 2025 Rapport-Building Dialogue Strategies for Deeper Connection: Integrating Proactive Behavior, Personalization, and Aizuchi Backchannels Interspeech 2025 R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models EMNLP 2025 Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025 REVECA: Adaptive Planning and Trajectory-Based Validation in Cooperative Language Agents Using Information Relevance and Relative Proximity AAAI 2025 RolePlot: A Systematic Framework for Evaluating and Enhancing the Plot-Progression Capabilities of Role-Playing Agents ACL 2025 SDPO: Segment-Level Direct Preference Optimization for Social Agents ACL 2025 SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025 Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources ACL 2025 SMART: Scalable Multilingual Approach for a Robust TOD System EMNLP 2025 Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ACL 2025 SpeechDialogueFactory: A Framework for Natural Speech Dialogue Generation Interspeech 2025 Spoken Conversational Agents with Large Language Models EMNLP 2025 STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling AAAI 2025 Storytelling in Argumentative Discussions: Exploring the Use of Narratives in ChangeMyView ACL 2025 Substance over Style: Evaluating Proactive Conversational Coaching Agents ACL 2025 TAPS: Tool-Augmented Personalisation via Structured Tagging EMNLP 2025 TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025 Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025 Text Overlap: An LLM with Human-like Conversational Behaviors ACL 2025 The Art of Tool Interface Design ACL 2025