Suggestion to Consider a survey on LLM-based program repair

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Assessment

Difficulty
2/5
Estimated time
1-3 hours
Newbie friendliness
35/100
Issue type
Documentation
Clarity
Clearly specified
Activity status
Stale
Domain
content, documentation

Research direction

Find the repository file containing the “1. Surveys” section and compare its entry format with the suggested citation. Add the survey entry with its paper and repository links, then check that the list formatting and both links are valid.

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Description

Hello,

Thank you for maintaining this repository. I would like to suggest adding our recent survey on LLM-based Automated Program Repair (APR) to the “1. Surveys” section, since it is already gaining traction in the community.

Suggested entry:
18. "A Survey of LLM-based Automated Program Repair: Taxonomies, Design Paradigms, and Applications" [2025-06] paper repo

Thanks for your consideration. 😄

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