This is the repository for paper:
Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models
Zhijie Wang*, Zijie Zhou*, Da Song*, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang
The 47th IEEE/ACM International Conference on Software Engineering (ICSE '25)
Tip
Try our online data browser at https://llm-code-errors.cs.purdue.edu.
Our annotated data is available in data/. The source code of our online data browser is available at website/.
If you found our paper/code useful in your research, please consider citing:
@inproceedings{wang2025towards,
author = {Wang, Zhijie and Zhou, Zijie and Song, Da and Huang, Yuheng, and Chen, Shengmai and Ma, Lei and Zhang, Tianyi},
title = {Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models},
booktitle = {Proceedings of the 47th IEEE/ACM International Conference on software Engineering (ICSE '25)},
year = {2025},
}