Improved structure-related prediction for insufficient homologous proteins using MSA enhancement and pre-trained language model.
Qiaozhen MengFei GuoJijun TangPublished in: Briefings Bioinform. (2023)
Keyphrases
- language model
- language modeling
- pre trained
- n gram
- contact map
- document retrieval
- information retrieval
- query expansion
- probabilistic model
- dependency structure
- speech recognition
- ad hoc information retrieval
- retrieval model
- translation model
- context sensitive
- mixture model
- test collection
- protein sequences
- protein structure
- multiple sequence alignment
- small number
- training data
- neural network
- data sets