@article{howtounleashthepoweroflargelanguage, title = {How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?}, author = {Xin Xu and Yuqi Zhu and Xiaohan Wang and Ningyu Zhang}, year = {2023}, eprint = {2305.01555}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2305.01555v4}, }