From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓

Awesome Reasoning LLM Tutorial/Survey/Guide

Latest Advances on System-2 Reasoning

[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

A curated collection of LLM reasoning and planning resources, including key papers, limitations, benchmarks, and additional learning materials.

✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models

The related works and background techniques about Openai o1

awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g. llm for coding, robotics, reasoning, multimod etc.

Repo for "Large Language Model Reasoning Failures"

Awesome deliberative prompting: How to ask LLMs to produce reliable reasoning and make reason-responsive decisions.

[NAACL 25 main] Awesome LLM Causal Reasoning is a collection of LLM-based casual reasoning works, including papers, codes and datasets.

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A curated paper list on LLM reasoning.

Awesome-Parallel-Reasoning: Unlocking the reasoning potential of LLMs. Papers, Code, Resources & Survey.

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Awesome LLM papers, news and projects about learning to reason with LLM, OpenAI o1, reasonning techniques, chain-of-thought (COT), Large Language Model, Straberry

Papers of Implicit Reasoning in LLMs.

The Official Repo for Paper: Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning

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Awesome-LLM-Planning

This repository is a living collection of research papers exploring the exciting intersection of Neuro-Symbolic AI and Large Language Models. We track cutting-edge research on how symbolic reasoning can enhance LLMs, and vice versa.

This repository offers a well-organized collection of resources focused on reasoning in Large Language Models (LLMs). Explore foundational papers, evaluation benchmarks, and practical tools to enhance your understanding of LLM reasoning. 🐙🌐

Paper reading list for LLM/MLLM reasoning

Collections of resources for LLM reasoning, including papers, codes and data.

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repo for the works about affordable LLM on reasoning

Awesome RL-based LLM Reasoning