Blueprinting the Future: Automatic Item Categorization using Hierarchical Zero-Shot and Few-Shot Classifiers.
Ting WangKeith StelterJenn FloydThomas O'NeillNathaniel HendrixAndrew BazemoreKevin RodeWarren NewtonPublished in: CoRR (2023)
Keyphrases
- feature selection
- hierarchical models
- support vector
- long term
- hierarchical classification
- training data
- test set
- semi automatic
- machine learning algorithms
- text categorization
- visual features
- decision trees
- linear classifiers
- video data
- training examples
- user preferences
- data sets
- svm classifier
- hierarchical structure
- supervised classification
- learning algorithm
- classifier training
- automatic annotation
- hierarchical model
- ensemble classifier
- classification models
- machine learning methods
- classification algorithm
- image sequences
- training set