/Awesome-Code-Intelligence

Neural Code Intelligence Survey 2024; Reading lists and resources

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Neural Code Intelligence Survey

This is the repository of our paper: A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond.

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Please do not hesitate to contact us or launch pull requests if you find any related papers that are missing in our paper.

News ๐Ÿ“ฐ

  • Update on 2024/11/01: Version 1.4 released with extra paper collections ๐Ÿ“–
  • Update on 2024/06/23: Version 1.2 released ๐Ÿš€
  • Update on 2024/03/19: Version 1.0 released ๐Ÿš€
  • Update on 2024/01/19: Add multiple reading lists ๐Ÿ“–
  • Update on 2023/12/29: Add Development Timelines ๐Ÿ“…
  • Update on 2023/12/25: Add Reading Lists, Merry Christmas ๐ŸŽ๐ŸŽ„

Introduction ๐Ÿ“œ

๐Ÿ“ƒ A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond

Qiushi Sun, Zhirui Chen, Fangzhi Xu, Kanzhi Cheng, Chang Ma, Zhangyue Yin, Jianing Wang, Chengcheng Han, Renyu Zhu, Shuai Yuan, Qipeng Guo, Xipeng Qiu, Pengcheng Yin, Xiaoli Li, Fei Yuan, Lingpeng Kong, Xiang Li, Zhiyong Wu

Introducing the resources provided by our survey paper.

Timeline

The Development of Code Intelligence

milestones

Recent Work on Code Intelligence (Welcome PR) ๐Ÿ“—

Paper Collections / Tutorials ๐Ÿ“š

Citation ๐Ÿ“–

๐Ÿซถ If you are interested in our work or find this repository helpful, please consider using the following citation format when referencing our paper:

@article{sun2024survey,
  title={A survey of neural code intelligence: Paradigms, advances and beyond},
  author={Sun, Qiushi and Chen, Zhirui and Xu, Fangzhi and Cheng, Kanzhi and Ma, Chang and Yin, Zhangyue and Wang, Jianing and Han, Chengcheng and Zhu, Renyu and Yuan, Shuai and others},
  journal={arXiv preprint arXiv:2403.14734},
  year={2024}
}

Acknowledgements

This is an open collaborative research project among:

Shark-NLP Shanghai AI Lab Shark-NLP Shanghai AI Lab NUS A*STAR A*STAR A*STAR A*STAR

Repository Contributors

Star History ๐ŸŒŸ

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