atfortes/Awesome-LLM-Reasoning - OSS Alternative - Discover Top Open Source Alternatives to Popular Software
Research Resource Collection
3.6k 2026-04-30

atfortes/Awesome-LLM-Reasoning

A meticulously curated collection of academic papers and resources focused on enhancing and understanding the reasoning abilities of Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs).

Core Features

Comprehensive collection of research papers on LLM/MLLM reasoning.
Categorized by surveys, analysis, and specific reasoning techniques.
Includes recent advancements from 2022 to 2025.
Provides links to arXiv preprints and associated code repositories.

Detailed Introduction

Awesome LLM Reasoning is an invaluable repository for researchers and practitioners delving into the complex domain of Large Language Model reasoning. It systematically organizes a vast array of academic papers, from foundational surveys to cutting-edge analyses and technique-specific studies, covering both traditional LLMs and emerging Multimodal LLMs. This project serves as a critical guide for understanding how to unlock and improve the reasoning capabilities of these advanced AI models, offering a structured overview of the latest research and developments in the field.

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