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Paper Collection for Code Repair

  1. [iCAST2023] Program Repair with Minimal Edits Using CodeT5 arXiv, 2023.09

    Atsushi Shirafuji, Md. Mostafizer Rahman, Md Faizul Ibne Amin, Yutaka Watanobe

  2. [SIGIR2023] ErrorCLR: Semantic Error Classification, Localization and Repair for Introductory Programming Assignments, 2023.07

    Siqi Han, Yu Wang, Xuesong Lu

  3. [ICSE2023] Impact of Code Language Models on Automated Program Repair arXiv, 2023.02

    Nan Jiang, Kevin Liu, Thibaud Lutellier, Lin Tan

  4. [Preprint] An Analysis of the Automatic Bug Fixing Performance of ChatGPT arXiv, 2023.01

    Dominik Sobania, Martin Briesch, Carol Hanna, Justyna Petke

  5. [Preprint] Repairing Bugs in Python Assignments Using Large Language Models arXiv, 2022.09

    Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

  6. [AAAI2023] Repair Is Nearly Generation: Multilingual Program Repair with LLMs arXiv, 2022.08

    Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen

  7. [ICSE2022] DEAR: A Novel Deep Learning-based Approach for Automated Program Repair arXiv, 2022.05

    Yi Li, Shaohua Wang, Tien N. Nguyen

  8. [ESEC/FSE2021] Context-aware and data-driven feedback generation for programming assignments, 2021.08

    Dowon Song, Woosuk Lee, Hakjoo Oh

  9. [Preprint] FAPR: Fast and Accurate Program Repair for Introductory Programming Courses arXiv, 2021.07

    Yunlong Lu, Na Meng, Wenxin Li

  10. [ICML2021] TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer, 2021.07

    Berkay Berabi, Jingxuan He, Veselin Raychev, Martin Vechev

  11. [TOSEM2022] Verifix: Verified Repair of Programming Assignments arXiv, 2021.06

    Umair Z. Ahmed, Zhiyu Fan, Jooyong Yi, Omar I. Al-Bataineh, Abhik Roychoudhury

  12. [ICML2021] Break-It-Fix-It: Unsupervised Learning for Program Repair arXiv, 2021.06

    Michihiro Yasunaga, Percy Liang

  13. [ICSE2022] Neural Program Repair with Execution-based Backpropagation arXiv, 2021.05

    He Ye, Matias Martinez, Martin Monperrus

  14. [ICSE2020] DLFix: context-based code transformation learning for automated program repair, 2020.10

    Yi Li, Shaohua Wang, Tien N. Nguyen

  15. [ISSTA2020] CoCoNuT: combining context-aware neural translation models using ensemble for program repair, 2020.07

    Thibaud Lutellier, Hung Viet Pham, Lawrence Pang, Yitong Li, Moshi Wei, Lin Tan

  16. [ICML2020] Graph-based, Self-Supervised Program Repair from Diagnostic Feedback arXiv, 2020.05

    Michihiro Yasunaga, Percy Liang

  17. [ASE2019] Re-Factoring Based Program Repair Applied to Programming Assignments, 2019.11

    Yang Hu, Umair Z. Ahmed, Sergey Mechtaev, Ben Leong, Abhik Roychoudhury

  18. [AAAI2019] Deep Reinforcement Learning for Syntactic Error Repair in Student Programs, 2019.07

    Rahul Gupta, Aditya Kanade, Shirish Shevade

  19. [ICLR2019] Neural Program Repair by Jointly Learning to Localize and Repair arXiv, 2019.04

    Marko Vasic, Aditya Kanade, Petros Maniatis, David Bieber, Rishabh Singh

  20. [ICSE2018] Neuro-symbolic program corrector for introductory programming assignments, 2018.05

    Sahil Bhatia, Pushmeet Kohli, Rishabh Singh

  21. [ICSE-SEET2018] Compilation error repair: for the student programs, from the student programs, 2018.05

    Umair Z. Ahmed, Pawan Kumar, Amey Karkare, Purushottam Kar, Sumit Gulwani

  22. [ICLR2018] Dynamic Neural Program Embedding for Program Repair arXiv, 2017.11

    Ke Wang, Rishabh Singh, Zhendong Su

  23. [PLDI2018] Data-Driven Feedback Generation for Introductory Programming Exercises arXiv, 2017.11

    Ke Wang, Rishabh Singh, Zhendong Su

  24. [AAAI2017] DeepFix: Fixing Common C Language Errors by Deep Learning, 2017.02

    Rahul Gupta, Soham Pal, Aditya Kanade, Shirish Shevade