How to Alleviate Catastrophic Forgetting in LLMs Finetuning? Hierarchical Layer-Wise and Element-Wise Regularization

@misc{song2025alleviate,
  title = {How to Alleviate Catastrophic Forgetting in LLMs Finetuning? Hierarchical Layer-Wise and Element-Wise Regularization},
  author = {Shezheng Song and Hao Xu and Jun Ma and Shasha Li and Long Peng and Qian Wan and Xiaodong Liu and Jie Yu},
  year = {2025},
  eprint = {2501.13669},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2501.13669},
}