Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling.
Jie HanYixiong ZouHaozhao WangJun WangWei LiuYao WuTao ZhangRuixuan LiPublished in: AAAI (2024)
Keyphrases
- classification scheme
- feature representation
- pattern recognition
- domain knowledge
- decision trees
- representing knowledge
- prior knowledge
- knowledge discovery
- feature selection
- knowledge base
- robust classification
- feature extraction
- classification accuracy
- detection algorithm
- knowledge management
- pattern classification
- automatic classification
- representation language
- machine learning
- knowledge sharing
- image classification
- support vector
- feature space
- supervised learning
- support vector machine
- classification rules
- pattern representation
- face recognition
- formal representation
- expert systems
- training set
- knowledge representation
- classification models
- data mining
- machine learning methods
- input output
- classification algorithm
- domain experts
- benchmark datasets
- data mining techniques
- support vector machine svm
- training samples
- text classification