Effectiveness of Pre-training for Few-shot Intent Classification.
Haode ZhangYuwei ZhangLi-Ming ZhanJiaxin ChenGuangyuan ShiXiao-Ming WuAlbert Y. S. LamPublished in: EMNLP (Findings) (2021)
Keyphrases
- training process
- supervised learning
- training set
- training samples
- training phase
- classification accuracy
- feature selection
- classification method
- support vector
- classification performances
- pattern classification
- classification models
- support vector machine
- automatic classification
- decision trees
- multi layer perceptron
- machine learning
- class labels
- support vector machine svm
- image classification
- feature extraction
- detection algorithm
- labelled data
- machine learning methods
- text classification
- pattern recognition
- classification systems
- video sequences
- data sets
- video data
- training patterns
- linear svm
- eeg signals
- classification scheme
- feature space
- cost sensitive
- cross validation
- test set