A Systematic Literature Review of Code Hallucinations in LLMs: Characterization, Mitigation Methods, Challenges, and Future Directions for Reliable AI

@misc{gaoSun Nov 02 2025 02:58:41 GMT+0000 (Coordinated Universal Time)systematicliteraturereview,
      title={A Systematic Literature Review of Code Hallucinations in LLMs: Characterization, Mitigation Methods, Challenges, and Future Directions for Reliable AI},
      author={Cuiyun Gao and Guodong Fan and Chun Yong Chong and Shizhan Chen and Chao Liu and David Lo and Zibin Zheng and Qing Liao},
      year={Sun Nov 02 2025 02:58:41 GMT+0000 (Coordinated Universal Time)},
      eprint={2511.00776},
      archivePrefix={arXiv},
      primaryClass={cs.SE},
      url={https://arxiv.org/abs/2511.00776},
}