Dialogue Systems

5ting at SemEval-2026 Task 8: Strong End-to-End Multi-Turn RAG via LLM-Based Reranking and Faithfulness Control SemEval 2026 Adaptive AI for Personalized Intercultural Communication Education: A Conversational Agent Powered by Retrieval-Augmented Generation (Student Abstract) AAAI 2026 A Dialogue-Based Learning Analytics Framework for Collaborative Game-Based Learning AAAI 2026 AerialVLA: A Vision-Language-Action Model for Aerial Navigation with Online Dialogue AAAI 2026 A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks AAAI 2026 AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing AAAI 2026 Analysing the role of lexical and temporal information in turn-taking through predictability EACL 2026 Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate AAAI 2026 An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling AAAI 2026 A Principle-Driven Adaptive Policy for Group Cognitive Stimulation Dialogue for Elderly with Cognitive Impairment AAAI 2026 Assessing the Capabilities of LLMs in Humor: A Multi-dimensional Analysis of Oogiri Generation and Evaluation AAAI 2026 A Survey on LLM-based Conversational User Simulation EACL 2026 Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production AAAI 2026 Becoming Experienced Judges: Selective Test-Time Learning for Evaluators EACL 2026 Beyond Length: Context-Aware Expansion and Independence as Developmentally Sensitive Evaluation in Child Utterances EACL 2026 Building a Conversational AI Assistant for African Travel Services with LLMs and RAG EACL 2026 Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling EACL 2026 CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation AAAI 2026 Causal-ESC: Reliable Policy Learning for Emotional Support Conversation via Causal Inference ACL 2026 ChatCLIDS: Simulating Persuasive AI Dialogues to Promote Closed-Loop Insulin Adoption in Type 1 Diabetes Care AAAI 2026 Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data EACL 2026 CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics ACL 2026 ClinQueryAgent: A Conversational Agent for Population Health Management ACL 2026 CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment ACL 2026 Cognitive Policy-Driven LLM for Diagnosis and Intervention of Cognitive Distortions in Emotional Support Conversation ACL 2026