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2509.19284
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What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT
23 September 2025
Yunzhen Feng
Julia Kempe
Cheng Zhang
Parag Jain
Anthony Hartshorn
LRM
Re-assign community
ArXiv (abs)
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HuggingFace (22 upvotes)
Github (944★)
Papers citing
"What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT"
1 / 1 papers shown
Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management
Mo Li
L.H. Xu
Qitai Tan
Long Ma
Ting Cao
Yunxin Liu
LLMAG
KELM
RALM
CLL
LRM
220
1
0
06 Aug 2025
1
