# Convolutions are competitive with transformers for protein sequence pretraining

> Research article (Cell Systems, 2024) · cited 100× · AI/ML

**Wikidata**: [openalex:W4392302569](https://www.wikidata.org/wiki/openalex:W4392302569)  
**Source**: https://4ort.xyz/entity/convolutions-are-competitive-with-transformers-for-protein-sequence-pretraining