@misc{xu2023parameter,
  title={Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment},
  author={Lingling Xu and Haoran Xie and Si-Zhao Joe Qin and Xiaohui Tao and Fu Lee Wang},
  year={2023},
  eprint={2312.12148},
  archivePrefix={arXiv},
  primaryClass={cs.CL},
  url={https://arxiv.org/abs/2312.12148}
}