codefuse-ai/Awesome-Code-LLM
[TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.
This resource is a comprehensive, organized collection of academic research papers and datasets focused on using Large Language Models (LLMs) for various software engineering tasks. It brings together studies on how LLMs can generate code, fix bugs, summarize code, and assist with testing, deployment, and even requirements analysis. Developers, researchers, and anyone looking to understand or apply cutting-edge AI in software development will find this a valuable starting point for exploring the field.
3,258 stars. Actively maintained with 1 commit in the last 30 days.
Use this if you are a software developer, researcher, or AI engineer who wants to stay informed about the latest advancements and applications of Large Language Models in coding and software engineering workflows.
Not ideal if you are looking for ready-to-use software tools or a step-by-step guide on how to implement LLMs for coding, as this is a research compilation, not an application.
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Mar 05, 2026
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