dialogue system

From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench AAAI 2026 From Standard Transformers to Modern LLMs: Bringing Dialogue Models, RAG, and Agents to the Classroom EACL 2026 Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner ACL 2026 I Know, but I Don’t Know! How Persona Conflict Undermines Instruction Adherence in Large Language Models EACL 2026 I know you are different! Towards Persona Driven Knowledge-infused Dialogue Assistant EACL 2026 Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation EACL 2026 Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models ACL 2026 LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation ACL 2026 Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents ACL 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 METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues ACL 2026 Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes AAAI 2026 PatientVLM Meets DocVLM: Pre-Consultation Dialogue Between Vision-Language Models for Efficient Diagnosis AAAI 2026 Plug-and-Play Clarifier: A Zero-Shot Multimodal Framework for Egocentric Intent Disambiguation AAAI 2026 PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling EACL 2026 RECAP: REwriting Conversations for Intent Understanding in Agentic Planning EACL 2026 Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs EACL 2026 S^4: Operationalizing Speech Act Theory for Strategic Semi-Structured Psychiatric Interview ACL 2026 SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation EACL 2026 Tailored Emotional LLM-Supporter: Enhancing Cultural Sensitivity EACL 2026 Talk2Code: A Multi-Turn Interaction Benchmark with Dual-Track Evaluation for Code Generation AAAI 2026 Teaching LLM to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards ACL 2026 TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference AAAI 2026 U-Mind: A Unified Framework for Real-Time Multimodal Interaction with Audiovisual Generation CVPR 2026