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19, Jun 2025
Paper Without Code

Paper Without Code

A working code is worth a thousand words, so let LLM do it for you! “Paper without code” is an AI project to provide prototype implementations for classic and trending AI papers by using LLM code generation.

Tag: OpenAIo1

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  • OpenAIo1
9 min read 0
  • Agent
  • AI
  • LLM

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs (toward a better DeepSeek R1)

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  • February 3, 2025
Yue Wang, Qiuzhi Liu, Jiahao Xu, Tian Liang, Xingyu Chen, Zhiwei He, Linfeng Song, Dian Yu, Juntao Li, Zhuosheng Zhang,…
17 min read 0
  • AI
  • LLM

Boundless Socratic Learning with Language Games (a step toward AGI, maybe)

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  • December 29, 2024
Tom Schaul The paper “Boundless Socratic Learning with Language Games” by Tom Schaul offers a fascinating theoretical exploration of recursive…
13 min read 0
  • AI
  • LLM

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

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  • December 29, 2024
Huanjin Yao, Jiaxing Huang, Wenhao Wu, Jingyi Zhang, Yibo Wang, Shunyu Liu, Yingjie Wang, Yuxin Song, Haocheng Feng, Li Shen,…
10 min read 0
  • AI
  • LLM

Thinking LLMs: General Instruction Following with Thought Generation (System 2 on CoT)

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  • November 9, 2024
Tianhao Wu, Janice Lan, Weizhe Yuan, Jiantao Jiao, Jason Weston, Sainbayar Sukhbaatar The research paper “THINKING LLMs: GENERAL INSTRUCTION FOLLOWING…
11 min read 0
  • AI
  • LLM

Thought of Search: Planning with Language Models Through the Lens of Efficiency

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  • October 4, 2024
Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi The research paper “Thought of Search: Planning with Language Models Through the…
10 min read 0
  • AI
  • LLM

Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models (it is smarter than OpenAI o1!)

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  • September 30, 2024
Tongxuan Liu, Wenjiang Xu, Weizhe Huang, Xingyu Wang, Jiaxing Wang, Hailong Yang, Jing Li The paper “Logic-of-Thought: Injecting Logic into…
11 min read 0
  • AI
  • LLM

Let’s Verify Step by Step (must-read to build OpenAI o1)

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  • September 21, 2024
Hunter Lightman, Vineet Kosaraju, Yura Burda, Harri Edwards, Bowen Baker, Teddy Lee, Jan Leike, John Schulman, Ilya Sutskever, Karl Cobbe…
14 min read 0
  • AI
  • LLM

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking (code of improved recursive CoT like in OpenAI o1)

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  • September 20, 2024
Eric Zelikman, Georges Harik, Yijia Shao, Varuna Jayasiri, Nick Haber, Noah D. Goodman Quiet-STaR represents a significant evolution of the…
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