Software defect detection using large language models: a literature review

Yu Chen 0053, Yi Shen 0012, Taiyan Wang, Shiwen Ou, Ruipeng Wang, Yuwei Li 0002, Zulie Pan. Software defect detection using large language models: a literature review. Frontiers of Computer Science in China, 20(6):2006202, June 2026. [doi]

@article{ChenSWOWLP26,
  title = {Software defect detection using large language models: a literature review},
  author = {Yu Chen 0053 and Yi Shen 0012 and Taiyan Wang and Shiwen Ou and Ruipeng Wang and Yuwei Li 0002 and Zulie Pan},
  year = {2026},
  month = {June},
  doi = {10.1007/s11704-025-40672-2},
  url = {https://doi.org/10.1007/s11704-025-40672-2},
  researchr = {https://researchr.org/publication/ChenSWOWLP26},
  cites = {0},
  citedby = {0},
  journal = {Frontiers of Computer Science in China},
  volume = {20},
  number = {6},
  pages = {2006202},
}