🔥🔥🔥[2024-05-03] We have released a new paper about LLM4APR, A Systematic Literature Review on Large Language Models for Automated Program Repair. Please refer to and

A collection of academic publications, methodology, metrics and datasets on the subject of automated program repair enhanced with deep/machine learning techniques.

We welcome all researchers to contribute to this repository and further contribute to the knowledge of the learning-based APR field. Please feel free to contact us if you have any related references by Github issue or pull request.

Please read and cite our paper:

@article{zhang2023survey,
  title = {A Survey of Learning-Based Automated Program Repair},
  author = {Zhang, Quanjun and Fang, Chunrong and Ma, Yuxiang and Sun, Weisong and Chen, Zhenyu},
  journal={ACM Transactions on Software Engineering and Methodology},
  volume={33},
  number={2},
  pages={1--69},
  year={2023},
  publisher={ACM New York, NY}
}

• Some datasets are named after the model or author because these datasets do not have names