PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact Maps.
Rakesh BalYijia XiaoWei WangPublished in: CoRR (2023)
Keyphrases
- contact maps
- language model
- contact map
- coarse grained
- language modeling
- protein structure
- amino acids
- document retrieval
- extensive set
- fine grained
- n gram
- probabilistic model
- retrieval model
- statistical language models
- speech recognition
- amino acid sequences
- test collection
- language modelling
- information retrieval
- query expansion
- smoothing methods
- protein structure prediction
- document ranking
- protein sequences
- query terms
- vector space model
- language models for information retrieval
- cross lingual
- protein interaction
- natural language processing
- machine learning