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Dialogue Systems

942 directly classified papers

Papers per year

Papers

Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ACL 2025

DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025

GPT-4 as a Homework Tutor Can Improve Student Engagement and Learning Outcomes ACL 2025

Towards LLM-powered Attentive Listener: A Pragmatic Approach through Quantity Self-Repair ACL 2025

LLMs syntactically adapt their language use to their conversational partner ACL 2025

Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025

ASK: Aspects and Retrieval based Hybrid Clarification in Task Oriented Dialogue Systems ACL 2025

Convert Language Model into a Value-based Strategic Planner ACL 2025

A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs ACL 2025

Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents ACL 2025

Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment ACL 2025

HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ACL 2025

Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design ACL 2025

KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding ACL 2025

DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ACL 2025

IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems ACL 2025

Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama EMNLP 2025

Storytelling in Argumentative Discussions: Exploring the Use of Narratives in ChangeMyView ACL 2025

ESPRESSO: An Effective Approach to Passage Retrieval for High-Quality Conversational Recommender Systems AAAI 2025

The Illusion of Empathy: How AI Chatbots Shape Conversation Perception AAAI 2025

Does Your AI Agent Get You? A Personalizable Framework for Approximating Human Models from Argumentation-based Dialogue Traces AAAI 2025

REVECA: Adaptive Planning and Trajectory-Based Validation in Cooperative Language Agents Using Information Relevance and Relative Proximity AAAI 2025

Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent AAAI 2025

SMART: Scalable Multilingual Approach for a Robust TOD System EMNLP 2025