Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reid Pryzant, Dan Iter, Jerry Li 0001, Yin Tat Lee, Chenguang Zhu 0001, Michael Zeng 0001. Automatic Prompt Optimization with "Gradient Descent" and Beam Search. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023. pages 7957-7968, Association for Computational Linguistics, 2023. [doi]

Abstract

Abstract is missing.