Dialogue Systems

Streamlining Biomedical Research with Specialized LLMs COLING 2025 StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following ACL 2025 Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025 “Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems COLING 2025 SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent COLING 2025 SynapticRAG: Enhancing Temporal Memory Retrieval in Large Language Models through Synaptic Mechanisms ACL 2025 SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering ICML 2025 Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025 SysBench: Can LLMs Follow System Message? ICLR 2025 TailorRPA: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain EMNLP 2025 Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning EMNLP 2025 Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics ICLR 2025 Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance EMNLP 2025 TAPS: Tool-Augmented Personalisation via Structured Tagging EMNLP 2025 Task-Oriented Dialog Systems for the Senegalese Wolof Language COLING 2025 Task-wrapped Continual Learning in Task-Oriented Dialogue Systems NAACL 2025 TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025 Teacher Demonstrations in a BabyLM’s Zone of Proximal Development for Contingent Multi-Turn Interaction EMNLP 2025 Teaching Language Models To Gather Information Proactively EMNLP 2025 Team Conversational AI: Introducing Effervesce NAACL 2025 TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data ICLR 2025 TestAgent: An Adaptive and Intelligent Expert for Human Assessment ACL 2025 Text Overlap: An LLM with Human-like Conversational Behaviors ACL 2025 The Art of Tool Interface Design ACL 2025 The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs ACL 2025