multi-turn dialogue

Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks EMNLP 2025 Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue NAACL 2025 Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning ICLR 2025 RAIDEN Benchmark: Evaluating Role-playing Conversational Agents with Measurement-Driven Custom Dialogues COLING 2025 Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models EMNLP 2025 RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025 Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF ICLR 2025 ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025 Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025 RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing EMNLP 2025 SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search NAACL 2025 SCVBench: A Benchmark with Multi-turn Dialogues for Story-Centric Video Understanding IJCAI 2025 SDPO: Segment-Level Direct Preference Optimization for Social Agents ACL 2025 SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025 SimulBench: Evaluating Language Models with Creative Simulation Tasks NAACL 2025 Sparse Rewards Can Self-Train Dialogue Agents ACL 2025 Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge ICLR 2025 StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following ACL 2025 Substance over Style: Evaluating Proactive Conversational Coaching Agents ACL 2025 SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding ICLR 2025 SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent COLING 2025 Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning EMNLP 2025 Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance EMNLP 2025 Teacher Demonstrations in a BabyLM’s Zone of Proximal Development for Contingent Multi-Turn Interaction EMNLP 2025 To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems ACL 2025