# Generative AI for Pull Request Descriptions: Adoption, Impact, and Developer Interventions

> Research article (Proceedings of the ACM on software engineering., 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4391871252](https://www.wikidata.org/wiki/openalex:W4391871252)  
**Source**: https://4ort.xyz/entity/generative-ai-for-pull-request-descriptions-adoption-impact-and-developer-interventions