Knowledge-Enhanced Domain Adaptation in Few-Shot Relation Classification.
Jiawen ZhangJiaqi ZhuYi YangWandong ShiCongcong ZhangHongan WangPublished in: KDD (2021)
Keyphrases
- domain adaptation
- document classification
- multiple sources
- text classification
- knowledge management
- labeled data
- transfer knowledge
- decision trees
- feature space
- cross domain
- classification accuracy
- image classification
- concept space
- co training
- knowledge transfer
- machine learning
- support vector machine
- semi supervised
- feature vectors
- feature extraction
- support vector
- pairwise
- classification algorithm
- transfer learning
- knowledge sharing
- information retrieval
- recommender systems
- data sources
- class labels
- unlabeled data
- knowledge representation
- model selection
- data mining