An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling.
Han LiuFeng ZhangXiaotong ZhangSiyang ZhaoXianchao ZhangPublished in: CoRR (2021)
Keyphrases
- supervised learning
- learning algorithm
- learning process
- pattern recognition
- incremental learning
- learning scheme
- unsupervised learning
- learning phase
- multi category
- learning tasks
- feature selection
- machine learning
- labeled and unlabeled data
- supervised classification
- discriminative learning
- kernel machines
- classification algorithm
- reinforcement learning
- semi supervised learning
- neural network
- distance metric learning
- max margin
- weakly supervised
- multiple kernel learning
- learning problems
- image classification
- prior knowledge
- feature vectors
- multi task
- training set
- class labels
- learning systems
- learning mechanism
- feature extraction
- face recognition
- image sequences
- multimedia
- video data
- support vector machine svm
- online learning