ProteinAligner: A Multi-modal Pretraining Framework for Protein Foundation Models
Li Zhang, Han Wen Guo, Leah V. Schaffer, Young Su Ko, Digvijay Singh, Hamid Rahmani, Danielle Ann Grotjahn, Elizabeth Villa, Michael K. Gilson, Wei Wang, Trey E. Ideker, Eric P. Xing, Pengtao Xie
ProteinAligner improves protein function and property prediction by integrating sequence, structure, and literature text modalities in a multi-modal pretraining framework.
bioRxiv · Oct 6, 2024 · PreprintBioinformatics