@article{howdollmsacquirenewknowledgeaknowledge, title = {How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training}, author = {Yixin Ou and Yunzhi Yao and Ningyu Zhang and Hui Jin and Jiacheng Sun and Shumin Deng and Zhenguo Li and Huajun Chen}, year = {2025}, eprint = {2502.11196}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.11196v2}, }