ICLR · 2025 · Journal article

Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning

Gangwei Jiang, Cai-Gao Jiang, Zhaoyi Li, Si-Qiao Xue, Jun Zhou, Linqi Song, Defu Lian, Ying Wei

Published in
International Conference on Learning Representations
Date
2025-02-16
Citations
19
arXiv
2502.11019
Cite
@article{jiang2025unlocking,
  title = {Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning},
  author = {Gangwei Jiang and Cai-Gao Jiang and Zhaoyi Li and Si-Qiao Xue and Jun Zhou and Linqi Song and Defu Lian and Ying Wei},
  year = {2025},
  journal = {International Conference on Learning Representations},
  eprint = {2502.11019},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.11019},
}