Dialogue Systems

ThinkPersona: Thinking with Persona Graphs for Faithful Individualized Role-Playing ACL 2026 Trait Activation in Silicon: A Situation-Aware Framework for Psychologically Grounded Role-Playing ACL 2026 Transfer Learning for Generalizable Automated LLM Improvement Pipeline for IVR Navigation ACL 2026 U-Mind: A Unified Framework for Real-Time Multimodal Interaction with Audiovisual Generation CVPR 2026 ViBES: A Conversational Agent with Behaviorally-Intelligent 3D Virtual Body CVPR 2026 VishBox v2: A Multi-Agent System for Adaptive Voice Phishing Simulation ACL 2026 VISTA: Verification In Sequential Turn-based Assessment ACL 2026 VoxMind: An End-to-End Agentic Spoken Dialogue System ACL 2026 Wait! There’s a Way Out: A Decision Mechanism for Forecasting Conversational Derailment ACL 2026 When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents ACL 2026 Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation ACL 2026 Who Generates More Empathetic Responses—Humans or LLMs? A Comparative Evaluation with Human and LLM Judges CoNLL 2026 YIELD: A Large-Scale Dataset and Evaluation Framework for Information Elicitation Agents ACL 2026 Your Students Don’t Use LLMs Like You Wish They Did ACL 2026 AC/DC: LLM-based Audio Comprehension via Dialogue Continuation Interspeech 2025 Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees’ Dialogue to Facilitate Nurse Communication Training ACL 2025 Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025 A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems ACL 2025 Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025 An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora CoNLL 2025 An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals ACL 2025 Approaching Dialogue State Tracking via Aligning Speech Encoders and LLMs Interspeech 2025 A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs ACL 2025 ASK: Aspects and Retrieval based Hybrid Clarification in Task Oriented Dialogue Systems ACL 2025 ASTRO: Automatic Strategy Optimization For Non-Cooperative Dialogues ACL 2025