2025 "large language model agents" Papers

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Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents

Kexun Zhang, Weiran Yao, Zuxin Liu et al.

ICLR 2025posterarXiv:2408.07060

Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface

Wenyue Hua, Mengting Wan, JAGANNATH VADREVU et al.

ICLR 2025posterarXiv:2410.00079

Rational Decision-Making Agent with Learning Internal Utility Judgment

Yining Ye, Xin Cong, Shizuo Tian et al.

ICLR 2025poster

Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models

Christopher Chiu, Silviu Pitis, Mihaela van der Schaar

NeurIPS 2025oralarXiv:2510.10278

T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning

NeurIPS 2025arXiv:2505.16986

TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets

Yuzhe YANG, Yifei Zhang, Minghao Wu et al.

NeurIPS 2025oralarXiv:2502.01506