Fast and accurate protein function prediction from sequence through pretrained language model and homology-based label diffusion.
Qianmu YuanJunjie XieJiancong XieHuiying ZhaoYuedong YangPublished in: Briefings Bioinform. (2023)
Keyphrases
- language model
- protein function prediction
- multi label
- language modeling
- n gram
- probabilistic model
- information retrieval
- sequence analysis
- computational methods
- sequence alignment
- image annotation
- graph cuts
- text classification
- high precision
- protein structure
- markov random field
- network analysis
- multi label classification
- protein function
- smoothing methods