@misc{zhu2023llms, title={LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities}, author={Yuqi Zhu and Xiaohan Wang and Jing Chen and Shuofei Qiao and Yixin Ou and Yunzhi Yao and Shumin Deng and Huajun Chen and Ningyu Zhang}, year={2023}, eprint={2305.13168}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2305.13168} }