Discriminative and Generative Transformer-based Models For Situation Entity Classification.
Mehdi RezaeeKasra DarvishGaoussou Youssouf KebeFrancis FerraroPublished in: CoRR (2021)
Keyphrases
- discriminative methods
- classification models
- naive bayes models
- discriminative learning
- feature extraction
- classification accuracy
- unsupervised learning
- discriminative classifiers
- discriminative models
- pattern recognition
- classification method
- model selection
- generative model
- feature selection
- bayesian network classifiers
- class specific
- robust classification
- machine learning algorithms
- mixed membership
- supervised learning
- semi supervised
- semi supervised learning
- text classification
- image classification
- fuzzy logic
- decision trees
- probabilistic model
- training set
- feature vectors
- knowledge base
- structured output
- discriminative information
- bayesian networks
- object categories
- machine learning methods
- classification algorithm
- support vector machine svm
- feature space
- prior knowledge