# CodeV: Empowering LLMs With HDL Generation Through Multilevel Summarization

> Research article (IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4413822481](https://www.wikidata.org/wiki/openalex:W4413822481)  
**Source**: https://4ort.xyz/entity/codev-empowering-llms-with-hdl-generation-through-multilevel-summarization