Exploring evolution-aware & -free protein language models as protein function predictors.
Mingyang HuFajie YuanKevin YangFusong JuJin SuHui WangFei YangQiuyang DingPublished in: NeurIPS (2022)
Keyphrases
- language model
- protein function
- protein sequences
- amino acids
- protein structure
- language modeling
- protein protein interactions
- gene ontology
- probabilistic model
- protein functional
- amino acid sequences
- protein interaction networks
- information retrieval
- protein function prediction
- gene expression profiles
- query expansion
- computational methods
- protein structure prediction
- computational tools
- protein interaction
- smoothing methods
- secondary structure
- physicochemical properties
- microarray
- functional modules
- computational approaches
- data integration
- protein interaction data