# Hybrid protein–ligand binding residue prediction with protein language models: does the structure matter?

> Research article (Bioinformatics, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4412805034](https://www.wikidata.org/wiki/openalex:W4412805034)  
**Source**: https://4ort.xyz/entity/hybrid-proteinligand-binding-residue-prediction-with-protein-language-models-does-the-structure-matter