iSEngLab/AwesomeLLM4APR
[TOSEM 2026]A Systematic Literature Review on Large Language Models for Automated Program Repair
This resource provides a curated, regularly updated list of research papers on using Large Language Models (LLMs) to automatically fix software bugs. It takes in new research articles on Automated Program Repair (APR) and outputs summarized information and links to the original papers, categorized by the type of repair scenario. Software engineering researchers and practitioners interested in the latest advancements in AI-driven bug fixing would find this valuable.
232 stars.
Use this if you are a software engineering researcher or practitioner who needs to stay current with academic papers on how LLMs are being used for automated program repair.
Not ideal if you are looking for a practical tool to implement automated bug fixes directly in your codebase or if you need a general overview of LLMs rather than their application in program repair.
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Mar 13, 2026
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