Dialogue Systems

Confidence Should Be Calibrated More Than One Turn Deep ACL 2026 Consensus-Driven Multi-Agent Cognitive Reasoning for Enhancing the Emotional Intelligence of Large Language Models AAAI 2026 ConvApparel: A Benchmark Dataset and Validation Framework for User Simulators in Conversational Recommenders EACL 2026 Conversational AI for Social Good (CAI4SG): An Overview of Emerging Trends, Applications, and Challenges AAAI 2026 Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026 Cultural Benchmarking of LLMs in Standard and Dialectal Arabic Dialogues ACL 2026 Dawn at SemEval-2026 Task 8: Structured Control Decomposition for Faithful Multi-Turn Retrieval-Augmented Generation SemEval 2026 “Debate Guru”: Honing Public Speaking Skills Among Secondary School Students with AI Tutoring Systems AAAI 2026 Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue EACL 2026 Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models AAAI 2026 Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations EACL 2026 DIRECT: Directional Relevance in Conversational Trajectories EACL 2026 Discourse Coherence and Response-Guided Context Rewriting for Multi-Party Dialogue Generation ACL 2026 Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory ACL 2026 Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations? ACL 2026 Don’t Stop the Multi-Party! On Generating Synthetic Written Multi-Party Conversations with Constraints AAAI 2026 Dynamic Cognitive Planning for Cognitive-Functional Dialogue: A Case Study in Emotional Support Conversation AAAI 2026 EduNaija AI Tutor: A Multi-Agent Retrieval-Augmented Generation System for Nigerian Curriculum Education EACL 2026 Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance WACV 2026 Empathy as interactional accomplishment in clinical interactions with a conversational agent EACL 2026 ERCThinker: Fast-Slow Thinking for Emotion Recognition in Conversation ACL 2026 ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation ACL 2026 EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue ACL 2026 Evaluating, Synthesizing, and Enhancing for Customer Support Conversation AAAI 2026 EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems ACL 2026