# Parameter-efficient fine-tuning on large protein language models improves signal peptide prediction

> Research article (Genome Research, 2024) · cited 28× · AI/ML

**Wikidata**: [openalex:W4401021891](https://www.wikidata.org/wiki/openalex:W4401021891)  
**Source**: https://4ort.xyz/entity/parameter-efficient-fine-tuning-on-large-protein-language-models-improves-signal-peptide-prediction