HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative.
Xiaomin FangFan WangLihang LiuJingzhou HeDayong LinYingfei XiangXiaonan ZhangHua WuHui LiLe SongPublished in: CoRR (2022)
Keyphrases
- protein structure prediction
- language model
- protein sequences
- language modeling
- protein structure
- protein fold recognition
- n gram
- drug design
- probabilistic model
- amino acids
- graph theory
- document retrieval
- computational biology
- speech recognition
- multiple sequence alignment
- protein folding
- query expansion
- retrieval model
- language modelling
- amino acid sequences
- information retrieval
- test collection
- secondary structure
- coarse grained
- mixture model
- ad hoc information retrieval
- protein function
- context sensitive
- vector space model
- smoothing methods
- dynamic programming
- fine grained
- translation model
- sequence alignment
- query terms
- generative model
- relevance model
- word clouds