@misc{pryzant2023automatic, title={Automatic Prompt Optimization with "Gradient Descent" and Beam Search}, author={Reid Pryzant and Dan Iter and Jerry Li and Yin Tat Lee and Chenguang Zhu and Michael Zeng}, year={2023}, eprint={2305.03495}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2305.03495} }