Dialogue Systems

AInterviewer: A Platform for Designing and Conducting AI-led Qualitative Interviews ACL 2026 Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning ACL 2026 APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI ACL 2026 Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction ACL 2026 AV-Dialog: Spoken Dialogue Models with Audio-Visual Input ACL 2026 Benchmarking and Learning Real-World Customer Service Dialogue ACL 2026 Beyond Static Persona Consistency: Dynamic Persona Coherence in LLM Role-Playing ACL 2026 CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty ACL 2026 Causal-ESC: Reliable Policy Learning for Emotional Support Conversation via Causal Inference ACL 2026 ChatAnime: Towards User-Centered Emotional Support in LLM-based Virtual Character Chat ACL 2026 ChatR1: Reinforcement Learning for Conversational Reasoning and Retrieval Augmented Question Answering ACL 2026 CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics ACL 2026 DarwinTOD: LLM-Driven Lifelong Self-evolution for Task-oriented Dialog Systems ACL 2026 DialDefer: A Framework for Detecting and Mitigating LLM Dialogic Deference ACL 2026 Dialogue is the Plan: From Interface to Joint Action in Agentic AI ACL 2026 DialogueVPR: Towards Conversational Visual Place Recognition CVPR 2026 Discourse Coherence and Response-Guided Context Rewriting for Multi-Party Dialogue Generation ACL 2026 Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations? ACL 2026 DQA: Diagnostic Question Answering for IT Support ACL 2026 Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue Models ACL 2026 DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition ACL 2026 DyBBT: Dynamic Balance via Bandit-inspired Targeting for Dialog Policy with Cognitive Dual Systems ACL 2026 EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User’s Internal World ACL 2026 Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning ACL 2026 Entity Exchange in the Wild: A Diagnostic Study of LLM Based Real-World Conversational Entity Extraction ACL 2026