Dialogue Systems

Shawarma Chats: A Benchmark Exact Dialogue & Evaluation Platter in Egyptian, Maghrebi & Modern Standard Arabic—A Triple-Dialect Feast for Hungry Language Models EMNLP 2025 Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference COLING 2025 Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation AAAI 2025 Simulating Dual-Process Thinking in Dialogue Topic Shift Detection COLING 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025 SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025 SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning ACL 2025 Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources ACL 2025 SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025 SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training ACL 2025 SMART: Scalable Multilingual Approach for a Robust TOD System EMNLP 2025 SocialSim: Towards Socialized Simulation of Emotional Support Conversation AAAI 2025 SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs NAACL 2025 SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation NAACL 2025 Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents EMNLP 2025 Sparse Rewards Can Self-Train Dialogue Agents ACL 2025 SPASCA: Social Presence and Support with Conversational Agent for Persons Living with Dementia AAAI 2025 Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ACL 2025 Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking IJCNLP 2025 Spoken Conversational Agents with Large Language Models EMNLP 2025 SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization IJCNLP 2025 SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements EMNLP 2025 STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling AAAI 2025 Steering Conversational Large Language Models for Long Emotional Support Conversations ACL 2025 Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations NAACL 2025