conftrace_

multi-turn interaction

36 papers

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Co-occurring keywords

large language model (13587) reinforcement learning (4352) language model (4599) multi-turn dialogue (198) agent evaluation (19) dialogue system (1667) question answering (2963) agent system (324) web agent (49) supervised fine-tuning (381)

Papers

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
SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation ACL 2026
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text ACL 2026
Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner ACL 2026
Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation ACL 2025
LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation ACL 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025
s3: You Don’t Need That Much Data to Train a Search Agent via RL EMNLP 2025
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025
AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios NAACL 2025
Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL NAACL 2025
AI-LieDar : Examine the Trade-off Between Utility and Truthfulness in LLM Agents NAACL 2025
NewsInterview: a Dataset and a Playground to Evaluate LLMs’ Grounding Gap via Informational Interviews ACL 2025
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions ACL 2025
AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments ACL 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs EMNLP 2025
mrCAD: Multimodal Communication to Refine Computer-aided Designs EMNLP 2025
Recursive Introspection: Teaching Language Model Agents How to Self-Improve NIPS 2024
On the Multi-turn Instruction Following for Conversational Web Agents ACL 2024
Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction EMNLP 2024
Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents EMNLP 2024