PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications.
Yang TanMingchen LiZiyi ZhouPan TanHuiqun YuGuisheng FanLiang HongPublished in: J. Cheminformatics (2024)
Keyphrases
- transfer learning
- knowledge transfer
- learning tasks
- cross domain
- reinforcement learning
- machine learning
- n gram
- labeled data
- transfer knowledge
- multi task learning
- co occurrence
- active learning
- character n grams
- multi task
- domain adaptation
- transferring knowledge
- manifold alignment
- text classification
- text categorization
- machine learning algorithms
- collaborative filtering
- structure learning
- learning algorithm
- protein protein interactions
- neural network
- target domain
- graph mining
- word sense disambiguation
- decision trees
- language model
- dimensionality reduction