response generation

AILS-NTUA at SemEval-2026 Task 8: Evaluating Multi-Turn RAG Conversations SemEval 2026 ESCA: An Emotional Support Conversation Agent for Enhancing Reasonable Strategy Planning and Effective Expression AAAI 2026 H-RAG at SemEval-2026 Task 8: Hierarchical Parent–Child Retrieval for Multi-Turn RAG Conversations SemEval 2026 QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models EACL 2026 RAGTUM at SemEval-2026 Task 8: Contextual Query Rewriting and Dense Retrieval for Multi-Turn RAG SemEval 2026 Towards Human-centered Proactive Conversational AI AAAI 2026 A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge NAACL 2025 Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs EMNLP 2025 A-SMiLE: Affective Sparse Mixture-of-Experts Adapter with Multi-Task Learning for Spoken Dialogue Models Interspeech 2025 CoMIF: Modeling of Complex Multiple Interaction Factors for Conversation Generation COLING 2025 Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations COLING 2025 Demystify Verbosity Compensation Behavior of Large Language Models EMNLP 2025 Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models IJCAI 2025 Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity EMNLP 2025 Enhancing Goal-oriented Proactive Dialogue Systems via Dynamic Multi-dimensional Consistency Optimization EMNLP 2025 Following Length Constraints in Instructions EMNLP 2025 Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025 Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models COLING 2025 LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue ACL 2025 MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025 Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs ACL 2025 On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation NAACL 2025 Post Persona Alignment for Multi-Session Dialogue Generation EMNLP 2025 Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue EMNLP 2025 Rethinking DPO: The Role of Rejected Responses in Preference Misalignment EMNLP 2025