2025 "multi-step reasoning" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

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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

Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory

Nikola Zubic, Federico Soldà, Aurelio Sulser et al.

ICLR 2025posterarXiv:2405.16674
17
citations

PlanU: Large Language Model Reasoning through Planning under Uncertainty

Ziwei Deng, Mian Deng, Chenjing Liang et al.

NeurIPS 2025posterarXiv:2510.18442

VITED: Video Temporal Evidence Distillation

Yujie Lu, Yale Song, Lorenzo Torresani et al.

CVPR 2025posterarXiv:2503.12855
2
citations

WebDancer: Towards Autonomous Information Seeking Agency

Jialong Wu, Baixuan Li, Runnan Fang et al.

NeurIPS 2025posterarXiv:2505.22648
81
citations