Factuality Classification Using BERT Embeddings and Support Vector Machines.
Biswarup RayAvishek GarainPublished in: IberLEF@SEPLN (2020)
Keyphrases
- support vector
- classification accuracy
- learning machines
- large margin classifiers
- support vector machine
- svm classifier
- generalization ability
- cross validation
- pattern recognition
- classification scheme
- decision rules
- support vector machine svm
- machine learning
- hyperplane
- automatic classification
- pattern classification
- svm classification
- feature selection
- decision trees
- model selection
- training samples
- kernel function
- benchmark datasets
- class labels
- logistic regression
- image classification
- binary classification
- classification algorithm
- supervised learning
- support vector regression
- neural network
- learning algorithm
- similarity measure
- training set
- active learning
- cost sensitive
- classification method
- principal component analysis
- dimensionality reduction
- loss function
- training examples