Exploitation des dépendances entre labels pour la classification multi-labels de textes par le biais de transformeurs.
Haytame FallahPatrice BellotElisabeth MurisascoEmmanuel BrunoPublished in: EGC (2023)
Keyphrases
- class labels
- training set
- multi label classification
- training data
- pattern classification
- classification accuracy
- confidence scores
- pairwise
- automatic classification
- feature vectors
- machine learning
- classification systems
- class membership
- multi label
- classification method
- feature extraction
- image classification
- supervised learning
- pattern recognition
- support vector machine svm
- classification algorithm
- unsupervised learning
- multi label learning
- supervised classification
- collective classification
- category labels
- image labeling
- manual labeling
- label propagation
- supervised classifiers
- classification scheme
- classification models
- machine learning methods
- training examples
- training samples
- model selection
- support vector
- decision trees
- feature selection