@misc{cai2023knowledge, title={Is Knowledge All Large Language Models Needed for Causal Reasoning?}, author={Hengrui Cai and Shengjie Liu and Rui Song}, year={2023}, eprint={2401.00139}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2401.00139} }