@misc{osborne2022bratsynthetic,
  title={BRATsynthetic: Text De-identification using a Markov Chain Replacement Strategy for Surrogate Personal Identifying Information},
  author={John D. Osborne and Tobias O'Leary and Akhil Nadimpalli and Salma M. Aly. and Richard E. Kennedy},
  year={2022},
  eprint={2210.16125},
  archivePrefix={arXiv},
  primaryClass={cs.CR},
  url={https://arxiv.org/abs/2210.16125}
}