@article{enhancinglearnedknowledgeinloraadapters, title = {Enhancing Learned Knowledge in LoRA Adapters Through Efficient Contrastive Decoding on Ascend NPUs}, author = {Morgan Lindsay Heisler and Linzi Xing and Ge Shi and Hanieh Sadri and Gursimran Singh and Weiwei Zhang and Tao Ye and Ying Xiong and Yong Zhang and Zhenan Fan}, year = {2025}, eprint = {2505.14620}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.14620v1}, }