AwesomeLLM4APR

[TOSEM 2026]A Systematic Literature Review on Large Language Models for Automated Program Repair
https://github.com/iSEngLab/AwesomeLLM4APR

Last synced: 14 days ago
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📊 Benchmark

Motion Planner

🙆 Human Study

Motion Planner

🔥🔥 New Papers

🙅 Patch Correctness Assessment

Motion Planner

2024-TSE
2023-TSE
2023-arxiv
2021-ASE - Software/Quatrain)]
2020-ASE - DTF/DL4PatchCorrectness)]
2023-TOSME

🤔 Related APR Surveys

Motion Planner

💡 Repair Scenarios

API Misuse

2023-arxiv - API-Misuse)]

Code Review

2024-ICSE

Crash Bug

2023-arxiv

Formal Proof

2023-FSE/ESEC

Hardware Bug

Motion Planner

2024-arxiv

Performance Bug

2023-arxiv
2022-FSE/ESEC - PERF)]

Programming Problem

2024-arxiv
2023-ICSE
2022-arixv
2024-OOPSLA - benchmarks/tree/main/PyDex)]
2024-SIGCSE TS - with-gpt)]
2023-TOSEM - CodeGenAnalysis)]

Security Vulnerability

2024-arxiv
2024-arxiv
2024-arxiv
2024-arxiv
2023-TDSC
2023-S&P - z2Wvvg7JSaxfTQdxayXFEmoF3y0ET?usp=sharing)]
2023-arxiv
2023-arxiv
2023-arxiv - 0411)]
2023-TOSEM - research/VQM)]
2023-arxiv
2022-FSE/ESEC - research/VulRepair)]
2024-ICSE
2023-ISSTA - tan/llm-vul)]

Self-Debug

2024-ICLR
2024-arxiv
2024-OOPSLA - Lab/CYCLE_OOPSLA_24)]
2024-arxiv
2024-arxiv
2023-arxiv
2023-NeurIPS - refine)]
2023-arxiv
2023-ACL - Edit)]
2023-ICLR - repair)]

Semantic Bug