NEURIPS 2025 "large language model agents" Papers

Conformal Information Pursuit for Interactively Guiding Large Language Models

Kwan Ho Ryan Chan, Yuyan Ge, Edgar Dobriban et al.

ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents

Zhenyu Zhang, Tianyi Chen, Weiran Xu et al.

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

Christopher Chiu, Silviu Pitis, Mihaela van der Schaar

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

TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets

Yuzhe YANG, Yifei Zhang, Minghao Wu et al.