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Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning
v1v2v3 (latest)

Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning

11 June 2025
Xiangning Yu
Zhuohan Wang
Linyi Yang
Haoxuan Li
Anjie Liu
Xiao Xue
Jun Wang
Mengyue Yang
    ReLMLRMELM
ArXiv (abs)PDFHTMLGithub

Papers citing "Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning"

5 / 5 papers shown
Title
Probing the "Psyche'' of Large Reasoning Models: Understanding Through a Human Lens
Probing the "Psyche'' of Large Reasoning Models: Understanding Through a Human Lens
Yuxiang Chen
Zuohan Wu
Z. Wang
Xiangning Yu
Xujia Li
Linyi Yang
Mengyue Yang
Jun Wang
Lei Chen
LRM
124
0
0
30 Nov 2025
ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding
ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding
Yuan Zhou
Litao Hua
Shilong Jin
Wentao Huang
Haoran Duan
CMLVGen
197
0
0
16 Nov 2025
Can Aha Moments Be Fake? Identifying True and Decorative Thinking Steps in Chain-of-Thought
Can Aha Moments Be Fake? Identifying True and Decorative Thinking Steps in Chain-of-Thought
Jiachen Zhao
Yiyou Sun
Weiyan Shi
Dawn Song
LRM
83
0
0
28 Oct 2025
Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning
Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning
Pranav Pawar
Dhwaj Jain
Varun Gupta
Kaustav Dedhia
Dashrath Kale
Sudhir Dhekane
LRM
90
0
0
08 Sep 2025
Efficient Inference for Large Reasoning Models: A Survey
Efficient Inference for Large Reasoning Models: A Survey
Yi Liu
Jiaying Wu
Yufei He
Hongcheng Gao
Hongyu Chen
...
Xu Cheng
Zhiqi Huang
Bryan Hooi
Stan Z. Li
Keqin Li
LLMAGLRM
500
49
0
29 Mar 2025
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