A Joint Intent Classification and Slot Filling Method Based on Knowledge-Distillation.
Guangsheng LiuYipu QinWenbin LuoAnge LiXinbo AiPublished in: IC-NIDC (2023)
Keyphrases
- classification method
- preprocessing
- support vector machine svm
- classification accuracy
- classification algorithm
- classification scheme
- data sets
- domain knowledge
- feature set
- training samples
- prior knowledge
- decision rules
- high accuracy
- objective function
- similarity measure
- cross validation
- computational cost
- benchmark data sets
- classification procedure
- probabilistic model
- dynamic programming
- training set
- pattern recognition
- neural network
- support vector machine
- significant improvement
- knowledge acquisition
- active learning
- artificial neural networks
- class labels
- feature space
- decision trees
- knowledge base
- feature selection