Dialogue Systems

EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue ACL 2026 Event-Guided Slot Interaction for Multi-Domain Dialogue State Tracking CoNLL 2026 EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems ACL 2026 Everyone is unique: Towards Behaviorally Heterogeneous Negotiation Dialogue Systems for Debt Collection ACL 2026 Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition CVPR 2026 Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law ACL 2026 Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner ACL 2026 HyperMem: Hypergraph Memory for Long-Term Conversations ACL 2026 IceBreaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters ACL 2026 IEvoAgent: Evolving Conversational Agent based on User Implicit Feedback ACL 2026 IITKanBDone at SemEval-2026 Task 8: MTRAGEval - Evaluating Multi-Turn RAG Conversations SemEval 2026 Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems ACL 2026 Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation ACL 2026 Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models ACL 2026 Let LLM Tutors Ask First: Proactive LLM-Based Tutoring at Scale in a 1,500-Student Online Classroom ACL 2026 LLaVAShield: Safeguarding Multimodal Multi-Turn Dialogues in Vision-Language Models CVPR 2026 LLM-Based Zero-Shot Soft Labeling for Anticipating Disagreement in Negotiation Dialogues ACL 2026 LoCar: Localization-Aware Evaluation of In-Vehicle Assistants through Fine-Grained Sociolinguistic Control ACL 2026 Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents ACL 2026 MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards ACL 2026 METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues ACL 2026 MIBURI: Towards Expressive Interactive Gesture Synthesis CVPR 2026 MindFlayer at SemEval-2026 Task 8:DUALRAG:Answerability-Aware Generation for Multi-Turn RAG Conversations SemEval 2026 Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards ACL 2026 Neuro-Symbolic Agentic Reinforcement Learning for Long-Term Original Character Companionship and Interaction ACL 2026