Dialogue Systems

Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents EMNLP 2025 Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment ACL 2025 BJTU at BEA 2025 Shared Task: Task-Aware Prompt Tuning and Data Augmentation for Evaluating AI Math Tutors ACL 2025 BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025 Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts NAACL 2025 Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts COLING 2025 Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions EMNLP 2025 Bridging Literacy Gaps in African Informal Business Management with Low-Resource Conversational Agents COLING 2025 Bridging the Digital Divide: Empowering Elderly Smartphone Users with Intelligent and Human-Centered Design in Agemate ACL 2025 Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space ICLR 2025 B-score: Detecting biases in large language models using response history ICML 2025 Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025 C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations EMNLP 2025 CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint) IJCAI 2025 CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration ACL 2025 Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model ACL 2025 Can Large Language Models Personalize Dialogues to Generational Styles? EMNLP 2025 Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025 Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation ACL 2025 CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models NAACL 2025 CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding COLING 2025 CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025 CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems COLING 2025 Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models ICLR 2025 Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions EMNLP 2025