@article{memorizationvsreasoningupdatingllmswith, title = {Memorization vs. Reasoning: Updating LLMs with New Knowledge}, author = {Aochong Oliver Li and Tanya Goyal}, year = {2025}, eprint = {2504.12523}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.12523v1}, }