language agent

AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments ACL 2026 Bayesian Social Deduction with Graph-Informed Language Models ACL 2026 Cost-Effective Communication: An Auction-based Method for Language Agent Interaction AAAI 2026 MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools AAAI 2026 PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning ACL 2026 Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments ACL 2026 {$\tau$}-bench: A Benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser Interaction in Real-World Domains ICLR 2025 AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios NAACL 2025 AndroidGen: Building an Android Language Agent under Data Scarcity ACL 2025 A Study on Leveraging Search and Self-Feedback for Agent Reasoning ACL 2025 Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025 Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model ACL 2025 Contextual Experience Replay for Self-Improvement of Language Agents ACL 2025 Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding AAAI 2025 Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations EMNLP 2025 Improving Retrospective Language Agents via Joint Policy Gradient Optimization NAACL 2025 KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents NAACL 2025 L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects NAACL 2025 Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration ACL 2025 MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation NAACL 2025 Multi-Modal Data Exploration via Language Agents IJCNLP 2025 ReAct Meets Industrial IoT: Language Agents for Data Access EMNLP 2025 RealSafe: Quantifying Safety Risks of Language Agents in Real-World COLING 2025 Revealing the Barriers of Language Agents in Planning NAACL 2025 REVECA: Adaptive Planning and Trajectory-Based Validation in Cooperative Language Agents Using Information Relevance and Relative Proximity AAAI 2025