@article{provableknowledgeacquisitionandextractio, title = {Provable Knowledge Acquisition and Extraction in One-Layer Transformers}, author = {Ruichen Xu and Kexin Chen}, year = {2025}, eprint = {2508.00901}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.00901}, }