Boosting Knowledge Base Automatically via Few-Shot Relation Classification.
Ning PangZhen TanHao XuWeidong XiaoPublished in: Frontiers Neurorobotics (2020)
Keyphrases
- knowledge base
- feature selection
- machine learning
- classification accuracy
- learning algorithm
- ensemble classifier
- text classification
- support vector machine
- feature vectors
- pre classified
- automatic classification
- classification method
- classification algorithm
- decision trees
- feature space
- feature extraction
- expert systems
- ensemble classification
- weak learners
- classification systems
- video sequences
- ensemble learning
- cost sensitive
- machine learning algorithms
- image classification
- pattern recognition
- support vector
- classification rules
- cross validation
- ensemble methods
- classification models
- support vector machine svm
- training samples
- knowledge based systems
- multiclass classification
- supervised learning
- training set