@article{unveilingtheflawsexploringimperfections, title = {Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models}, author = {Jie Chen and Yupeng Zhang and Bingning Wang and Wayne Xin Zhao and Ji-Rong Wen and WeiPeng Chen}, year = {2024}, eprint = {2406.12397}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2406.12397v1}, }