Prompting - 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.

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In-context Continual Learning Assisted by an External Continual Learner (No more RAG!)

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December 30, 2024

Saleh Momeni, Sahisnu Mazumder, Zixuan Ke, Bing Liu The paper, “In-context Continual Learning Assisted by an External Continual Learner,” introduces…

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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,…

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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…

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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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STaR: Self-Taught Reasoner Bootstrapping Reasoning With Reasoning

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August 31, 2024

Eric Zelikman, Yuhuai Wu, Jesse Mu, Noah D. GoodmanThe official github repo is https://github.com/ezelikman/STaR The 2022 paper “STaR: Self-Taught Reasoner…

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Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation

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August 30, 2024

Thomas Merth, Qichen Fu, Mohammad Rastegari, Mahyar NajibiThe official code repo can be found at apple/ml-superposition-prompting (github.com) The paper “Superposition…