@article{continuallearningviasparsememoryfinetuni, title = {Continual Learning via Sparse Memory Finetuning}, author = {Jessy Lin and Luke Zettlemoyer and Gargi Ghosh and Wen-Tau Yih and Aram Markosyan and Vincent-Pierre Berges and Barlas Oğuz}, year = {2025}, eprint = {2510.15103}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.15103}, }