Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification.
Mujeen SungJames GungElman MansimovNikolaos PappasRaphael ShuSalvatore RomeoYi ZhangVittorio CastelliPublished in: EMNLP (2023)
Keyphrases
- training phase
- training samples
- training set
- supervised learning
- classification accuracy
- support vector
- training process
- pattern recognition
- multi layer perceptron
- text classification
- video sequences
- feature space
- pattern classification
- support vector machine
- image classification
- classification models
- classification method
- classification algorithm
- feature selection
- automatic classification
- classification systems
- classification performances
- training examples
- decision trees
- machine learning
- decision rules
- benchmark datasets
- classification rules
- search queries
- unsupervised learning
- model selection
- feature vectors
- training dataset
- preprocessing
- training data
- avoid overfitting
- sufficient training data