# An extensive study on pre-trained models for program understanding and generation

> Research article (Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, 2022) · cited 142× · AI/ML

**Wikidata**: [openalex:W4285490465](https://www.wikidata.org/wiki/openalex:W4285490465)  
**Source**: https://4ort.xyz/entity/an-extensive-study-on-pre-trained-models-for-program-understanding-and-generation