@article{escapingmodelcollapseviasyntheticdataver,
  title = {Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence},
  author = {Bingji Yi and Qiyuan Liu and Yuwei Cheng and Haifeng Xu},
  year = {2025},
  eprint = {2510.16657},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.16657},
}