Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling.
Jie HanYixiong ZouHaozhao WangJun WangWei LiuYao WuTao ZhangRuixuan LiPublished in: CoRR (2023)
Keyphrases
- feature representation
- classification accuracy
- domain knowledge
- text classification
- machine learning
- robust classification
- pattern recognition
- input output
- classification algorithm
- image classification
- representing knowledge
- classification scheme
- automatic classification
- knowledge acquisition
- knowledge representation
- knowledge base
- knowledge management
- knowledge discovery
- feature selection
- machine learning algorithms
- support vector
- supervised learning
- feature space
- pattern classification
- knowledge sharing
- shot detection
- multimedia
- machine learning methods
- expert systems
- classification method
- feature vectors
- class labels
- knowledge based systems
- prior knowledge
- neural network
- feature set