@article{llmsforknowledgegraphconstructionand, 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}, url = {https://arxiv.org/abs/2305.13168v4}, }