multi-turn interaction

Can LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data ACL 2026 Efficient Agent Evaluation via Diversity-Guided User Simulation ACL 2026 Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner ACL 2026 SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation ACL 2026 Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026 Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text ACL 2026 AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025 AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios NAACL 2025 AI-LieDar : Examine the Trade-off Between Utility and Truthfulness in LLM Agents NAACL 2025 Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025 AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025 CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025 ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments ICLR 2025 Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions ACL 2025 Foot-In-The-Door: A Multi-turn Jailbreak for LLMs EMNLP 2025 LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation ACL 2025 LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models ICML 2025 Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation ACL 2025 mrCAD: Multimodal Communication to Refine Computer-aided Designs EMNLP 2025 NewsInterview: a Dataset and a Playground to Evaluate LLMs’ Grounding Gap via Informational Interviews ACL 2025 s3: You Don’t Need That Much Data to Train a Search Agent via RL EMNLP 2025 Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL NAACL 2025 WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025 When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings ICLR 2025 AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NeurIPS 2024