# Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language Models

> Research article (Proceedings of the ACM on software engineering., 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4399453957](https://www.wikidata.org/wiki/openalex:W4399453957)  
**Source**: https://4ort.xyz/entity/refactoring-to-pythonic-idioms-a-hybrid-knowledge-driven-approach-leveraging-large-language-models