Dialogue Systems

RaDialog: Large Vision-Language Models for X-Ray Reporting and Dialog-Driven Assistance MIDL 2025 RAIDEN Benchmark: Evaluating Role-playing Conversational Agents with Measurement-Driven Custom Dialogues COLING 2025 RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration COLING 2025 R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models EMNLP 2025 Referential ambiguity and clarification requests: comparing human and LLM behaviour EMNLP 2025 Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025 Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models EMNLP 2025 Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF ICLR 2025 Representing Rule-based Chatbots with Transformers NAACL 2025 ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025 Rethinking Personality Assessment from Human-Agent Dialogues: Fewer Rounds May Be Better Than More EMNLP 2025 Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025 Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies COLING 2025 Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models ACL 2025 RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing EMNLP 2025 RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following ACL 2025 RolePlot: A Systematic Framework for Evaluating and Enhancing the Plot-Progression Capabilities of Role-Playing Agents ACL 2025 SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation EMNLP 2025 Scalable Spontaneous Speech Dataset (SSSD): Crowdsourcing Data Collection to Promote Dialogue Research Interspeech 2025 SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025 SDPO: Segment-Level Direct Preference Optimization for Social Agents ACL 2025 SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents ICLR 2025 Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art NeurIPS 2025 Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System NAACL 2025 SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation NAACL 2025