AwesomeLLM4APR

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

Last synced: about 20 hours ago
JSON representation

💡 Repair Scenarios
- Semantic Bug
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2022-APR - truncater)]
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-arxiv
  - 2022-APR - USZ/APR22-JS-GPT)]
  - 2022-ICLR
  - 2022-ICLR
  - 2023-ASE
  - 2023-arxiv
  - 2023-arxiv
  - 2022-APR - apr)]
  - 2022-APR - truncater)]
  - 2021-PLDI
  - 2021-MSR - ProgramRepair)]
  - 2021-ICSE - tan/CURE)]
  - 2023-GECCO
  - 2023-AIED
  - 2023-AIED
  - 2024-arxiv - aceptado/Rudra)]
  - 2024-arxiv
  - 2023-arxiv
  - 2023-AIED
  - 2023-AIED
  - 2023-ASE - APR/STUDY)]
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2024-arxiv
  - 2025-ICSE - Shenzhen-SE/D4C)]
  - 2024-ICSE
  - 2023-ICSE - learning/cedar)]
  - 2024-Electronics
  - 2024-arxiv - KTH/cigar)]
  - 2024-arxiv
  - 2024-arxiv
  - 2024-arxiv
  - 2024-FSE/ESEC
  - 2023-ICSE
  - 2023-ASE
  - 2023-arxiv
  - 2023-arxiv - Study)]
  - 2023-AIED
  - 2024-arxiv
  - 2023-AAAI
  - 2023-iCAST
  - 2022-ISSTA
  - 2023-arxiv
  - 2023-FSE/ESEC - uiuc/Repilot)]
  - 2023-ASE
  - 2023-APR - USZ/APR23-representations)]
  - 2023-arxiv
  - 2023-FSE/ESEC
  - 2023-arxiv
  - 2023-arxiv - Blue/COFFEE)]
  - 2023-TOSEM
  - 2023-ICSME
  - 2023-
  - 2023-AIED
  - 2024-JSS
  - 2024-ISSTA
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-iSEMANTIC
  - 2023-arxiv
  - 2023-arxiv
  - 2023-ICSE - tan/clm)]
  - 2023-arxiv
  - 2023-arxiv
  - 2023-arxiv - BC13)]
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
  - 2022-APR - USZ/APR22-JS-GPT)]
  - 2022-APR
  - 2022-FSE/ESEC
  - 2022-ICSE - 2021/dear-auto-fix)]
  - 2023-AIED
  - 2024-ISSTA
  - 2024-arxiv
  - 2025-ICSE
  - 2024-arxiv
  - 2025-FSE/ESEC
  - 2024-JSS
  - 2024-arxiv
  - 2024-ISSTA
  - 2025-ASE
  - 2025-TOSEM
  - 2025-ASE
  - 2025-FSE/ESEC
  - 2025-TOSEM
  - 2025-TOSEM
  - 2025-ICSME
  - 2025-ICSE
  - 2025-ICSE
  - 2025-EASE
  - 2025-ISSTA
  - 2025-ICSE
  - 2025-ICSE
  - 2023-AIED
  - 2023-AIED
  - 2023-AIED
- API Misuse
  - 2023-arxiv - API-Misuse)]
- Crash Bug
  - 2023-arxiv
- Test Case
  - 2024-arxiv
- Formal Proof
  - 2023-FSE/ESEC
- Code Review
  - 2024-ICSE
- Motion Planner
  - 2024-arxiv
- 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)]
- Programming Problem
  - 2024-arxiv
  - 2023-ICSE
  - 2022-arixv
  - 2024-OOPSLA - benchmarks/tree/main/PyDex)]
  - 2024-SIGCSE TS - with-gpt)]
  - 2023-TOSEM - CodeGenAnalysis)]
- Syntax Error
  - 2023-arxiv
  - 2023-arxiv - qinghuang/A-Chain-of-AI-based-Solutions-for-Resolving-FQNs-and-Fixing-Syntax-Errors-in-Partial-Code)]
  - 2022-TSE
- Static Warning
  - 2023-arxiv - code-refine)]
  - 2022-FSE/ESEC
  - 2021-PMLR - sri/TFix)]
  - 2024-FSE/ESEC
  - 2023-arxiv
  - 2023-FSE/ESEC
  - 2021-PMLR - sri/TFix)]
- 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)]
- Type Error
  - 2024-ICSE
  - 2024-ICSE - st/PyTy)]
  - 2023-SLE
- Web UI Test
  - 2023-arxiv
- Smart Contract
  - 2024-arxiv
  - 2023-COMPSAC
- Hardware Bug
- Performance Bug
  - 2023-arxiv
  - 2022-FSE/ESEC - PERF)]
- Translation Bug
  - 2024-ICSE - CAT-Lab/PLTranslationEmpirical)]
🔥🔥 New Papers
- AIware 2024
- 2025-ICLR
- 2025-AAAI
- 2024-ISSTA
- 2024-ISSTA
- 2025-MSR
- 2025-ICSE
- 2025-ICSME
- 2025-ISSTA
- 2024-arXiv
- 2024-TSE
- 2024-IEEE Access
- 2024-arXiv
- 2024-arXiv
- 2024-TLT
- 2024-arXiv-NVIDIA
- 2024-arXiv
- 2024-ISSTA
- 2025-ISSTA
- 2025-NeurIPS
- 2024-TOSEM
- 2025-FSE/ESEC
- 2024-EMSE
- 2025-ASE
- 2025-ICLR
- 2025-ICSE
- 2025-ICST
- 2025-ICSE
- 2024-ASE
- 2024-ASE
- 2024-Cluster Computing
- 2025-AAAI
- 2024-NeurIPS
- 2025-NAACL
- 2024-ISSTA
- 2024-ACL
- 2024-arxiv
- 2024-NeurIPS
- 2024-ISSTA
- 2024-ASE
- 2025-MSR
- 2025-ISSTA
- 2025-ICLR
- 2025-ICLR
- 2025-NeurIPS
- 2025-FSE/ESEC
- 2025-ICLR
- 2025-FSE-Companion
- 2024-AIware
- 2024-ASE
- 2025-FSE/ESEC
- 2025-USENIX Security
- 2025-ICSE
- 2025-USENIX Security
- 2024-TSE
- 2024-ICSME
- 2025-EASE
Star History
- Motion Planner
  - ![Star History Chart - history.com/#iSEngLab/AwesomeLLM4APR&Date)
  - ![Star History Chart - history.com/#iSEngLab/AwesomeLLM4APR&Date)
🙅 Patch Correctness Assessment
- Motion Planner
  - 2023-arxiv
  - 2024-TSE
  - 2023-TSE
  - 2021-ASE - Software/Quatrain)]
  - 2020-ASE - DTF/DL4PatchCorrectness)]
  - 2023-TOSME
🤔 Related APR Surveys
- Motion Planner
🙆 Human Study
- Motion Planner
📊 Benchmark
- Motion Planner
  - 2024-ASE
  - 2024-arxiv
  - 2024-arxiv - java)]
  - 2024-ICLR - nlp/SWE-bench)]
  - 2024-arxiv
  - 2023-arxiv
  - 2024-arxiv
  - 2023-APR

Programming Languages

Categories

💡 Repair Scenarios 199 🔥🔥 New Papers 57 📊 Benchmark 8 🙅 Patch Correctness Assessment 6 🤔 Related APR Surveys 3 🙆 Human Study 3 Star History 2

Sub Categories

Semantic Bug 139 Motion Planner 23 Security Vulnerability 14 Self-Debug 10 Static Warning 7 Programming Problem 6 Hardware Bug 5 Syntax Error 3 Type Error 3 Performance Bug 2 Smart Contract 2 Formal Proof 1 Translation Bug 1 API Misuse 1 Web UI Test 1 Test Case 1 Crash Bug 1 Code Review 1

Keywords

llm 3 agent 3 developer-tools 2 artificial-intelligence 2 lms 1 cybersecurity 1 ai 1 agent-based-model 1 openai 1 gpt 1 cli 1 claude-ai 1 chatgpt 1 software-development 1