Dialogue Systems

Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation EACL 2026 Learning from Long-Term Engagement: Adaptive Tutoring Dialogue Planning for Personalized Education AAAI 2026 LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation ACL 2026 Making Visual Dialogue More Engaging: A New Task, Method, and Metric AAAI 2026 MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration AAAI 2026 MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators EACL 2026 MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026 Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction AAAI 2026 MentalGuide: Towards Multi-Turn, State-Aware and Strategy-Driven Conversations for Mental Health Support AAAI 2026 MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer EACL 2026 MMIFEvol: Towards Evolutionary Multimodal Instruction Following AAAI 2026 MvP-ECR: Multi-Perspective Emotion-Cause Reasoning for Empathetic Dialogue AAAI 2026 NCL at SemEval-2026 Task 8: Deterministic Small-LLM RAG with Relation Classification SemEval 2026 Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes AAAI 2026 NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation AAAI 2026 Open Your Model’s Eyes: Video and Context-Aware Multimodal Backchannel Prediction ACL 2026 PANDA: Empowering Small Language Models for Proactive Dialogue Through Agent-Based Synthesis (Student Abstract) AAAI 2026 PatientVLM Meets DocVLM: Pre-Consultation Dialogue Between Vision-Language Models for Efficient Diagnosis AAAI 2026 PCoKG: Personality-aware Commonsense Reasoning with Debate AAAI 2026 Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation AAAI 2026 Polito Team at SemEval-2026 Task 8: Scaling Multi-Turn RAG: High-Performance Parallelized Pipeline for the MTRAG Benchmark SemEval 2026 PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues ACL 2026 ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents ACL 2026 PropGenie: A Multi-Agent Conversational Framework for Real Estate Assistance EACL 2026 PsyPARSE: Retrieval-Augmented Slow Thinking for Personalized Empathetic Counseling AAAI 2026