Dialogue Systems

A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025 Active Task Disambiguation with LLMs ICLR 2025 Adaptive Retrieval-Augmented Generation for Conversational Systems NAACL 2025 Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees’ Dialogue to Facilitate Nurse Communication Training ACL 2025 Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025 AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025 A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems ACL 2025 A Fully Generative Motivational Interviewing Counsellor Chatbot for Moving Smokers Towards the Decision to Quit ACL 2025 A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling EMNLP 2025 Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support EMNLP 2025 AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers NAACL 2025 AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents EMNLP 2025 A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant ACL 2025 Aligning Spoken Dialogue Models from User Interactions ICML 2025 Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring ACL 2025 ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval NAACL 2025 AMAN: Agent for Mentoring and Assisting Newbies in MMORPG COLING 2025 AMPO: Active Multi Preference Optimization for Self-play Preference Selection ICML 2025 Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025 Anchoring-Guidance Fine-Tuning (AnGFT): Elevating Professional Response Quality in Role-Playing Conversational Agents EMNLP 2025 A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025 An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems EMNLP 2025 An Interpretable and Crosslingual Method for Evaluating Second-Language Dialogues NAACL 2025 An LLM-Guided Tutoring System for Social Skills Training AAAI 2025 An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation IJCNLP 2025