Advances in protein function prediction integrating sequence, structure, and language models
Recent research introduces innovative computational frameworks that enhance protein function prediction by integrating protein sequence, structural data, and natural l...
Why now: Recent advances in protein language models and AlphaFold structure predictions enable novel integrative approaches.
- ProtBLIP2-SSTProtein function prediction via BLIP2 with sequence, structure, and text
- biorxiv.orgProtPen combines sequence- and structure-based approaches to facilitate protein...
- ProtAugAn empirical investigation of pLM-guided data augmentation for protein...