@article{deltatuningacomprehensivestudyof,
  title = {Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models},
  author = {Ning Ding and Yujia Qin and Guang Yang and Fuchao Wei and Zonghan Yang and Yusheng Su and Shengding Hu and Yulin Chen and Chi-Min Chan and Weize Chen and Jing Yi and Weilin Zhao and Xiaozhi Wang and Zhiyuan Liu and Hai-Tao Zheng and Jianfei Chen and Yang Liu and Jie Tang and Juanzi Li and Maosong Sun},
  year = {2022},
  eprint = {2203.06904},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2203.06904v2},
}