# Automatic Prompt Optimization with “Gradient Descent” and Beam Search

> Research article (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023) · cited 142× · AI/ML

**Wikidata**: [openalex:W4389520756](https://www.wikidata.org/wiki/openalex:W4389520756)  
**Source**: https://4ort.xyz/entity/automatic-prompt-optimization-with-gradient-descent-and-beam-search