@article{turningbackwithoutforgettingselectivebac, title = {Turning Back Without Forgetting: Selective Backward Refinement for Parameter-Efficient Continual Learning}, author = {Anushka Tiwari and Kaiyi Ji}, year = {2026}, eprint = {2606.01379}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.01379}, }