@article{codehalucodehallucinationsinllmsdriven, title = {CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification}, author = {Yuchen Tian and Weixiang Yan and Qian Yang and Xuandong Zhao and Qian Chen and Wen Wang and Ziyang Luo and Lei Ma and Dawn Song}, year = {2024}, eprint = {2405.00253}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2405.00253v4}, }