@misc{ren2023investigating, title={Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation}, author={Ruiyang Ren and Yuhao Wang and Yingqi Qu and Wayne Xin Zhao and Jing Liu and Hao Tian and Hua Wu and Ji-Rong Wen and Haifeng Wang}, year={2023}, eprint={2307.11019}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2307.11019} }