@article{distillinglinearizedbehaviorintononlinea, title = {Distilling Linearized Behavior into Non-Linear Fine-Tuning for Effective Task Arithmetic}, author = {Thomas Sommariva and Francesca Morandi and Simone Calderara and Angelo Porrello}, year = {2026}, eprint = {2605.18993}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.18993}, }