"multi-step reasoning" Papers

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DiscoveryBench: Towards Data-Driven Discovery with Large Language Models

Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal et al.

ICLR 2025posterarXiv:2407.01725
36
citations

PlanU: Large Language Model Reasoning through Planning under Uncertainty

Ziwei Deng, Mian Deng, Chenjing Liang et al.

NeurIPS 2025posterarXiv:2510.18442

WebDancer: Towards Autonomous Information Seeking Agency

Jialong Wu, Baixuan Li, Runnan Fang et al.

NeurIPS 2025posterarXiv:2505.22648
81
citations

AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training

Ziyu Wan, Xidong Feng, Muning Wen et al.

ICML 2024poster

Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation

Xinyi Wang, Alfonso Amayuelas, Kexun Zhang et al.

ICML 2024poster