@article{comparingretrievalaugmentationand, title = {Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models}, author = {Alireza Salemi and Hamed Zamani}, year = {2024}, eprint = {2409.09510}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2409.09510v1}, }