"reasoning frameworks" Papers

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Atom of Thoughts for Markov LLM Test-Time Scaling

Fengwei Teng, Quan Shi, Zhaoyang Yu et al.

NEURIPS 2025arXiv:2502.12018
49
citations

Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models

Zemin Huang, Zhiyang Chen, Zijun Wang et al.

NEURIPS 2025arXiv:2505.10446
37
citations

SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks

Wentao Wan, Zhuojie Yang, Yongcan Chen et al.

AAAI 2025paperarXiv:2501.11599

Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Maciej Besta, Nils Blach, Ales Kubicek et al.

AAAI 2024paperarXiv:2308.09687
1116
citations

Prompt Sketching for Large Language Models

Luca Beurer-Kellner, Mark Müller, Marc Fischer et al.

ICML 2024arXiv:2311.04954
6
citations

Toward Adaptive Reasoning in Large Language Models with Thought Rollback

Sijia Chen, Baochun Li

ICML 2024arXiv:2412.19707
16
citations