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]

Authors

Reid Pryzant

This author has not been identified. Look up 'Reid Pryzant' in Google

Dan Iter

This author has not been identified. Look up 'Dan Iter' in Google

Jerry Li 0001

This author has not been identified. Look up 'Jerry Li 0001' in Google

Yin Tat Lee

This author has not been identified. Look up 'Yin Tat Lee' in Google

Chenguang Zhu 0001

This author has not been identified. Look up 'Chenguang Zhu 0001' in Google

Michael Zeng 0001

This author has not been identified. Look up 'Michael Zeng 0001' in Google