@misc{zheng2023take, title={Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models}, author={Huaixiu Steven Zheng and Swaroop Mishra and Xinyun Chen and Heng-Tze Cheng and Ed H. Chi and Quoc V Le and Denny Zhou}, year={2023}, eprint={2310.06117}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2310.06117} }