Leveraging BERT with Mixup for Sentence Classification (Student Abstract).
Amit JindalDwaraknath GnaneshwarRamit SawhneyRajiv Ratn ShahPublished in: AAAI (2020)
Keyphrases
- classification accuracy
- classification method
- feature extraction
- automatic classification
- image classification
- feature vectors
- classification systems
- support vector
- pattern recognition
- natural language
- classification models
- high school students
- text classification
- support vector machine
- classification rules
- training set
- machine learning methods
- model selection
- training samples
- learning process
- feature selection
- feature space
- supervised learning
- machine learning
- benchmark datasets
- class labels
- classification algorithm
- natural language processing
- support vector machine svm
- learning styles
- pattern classification
- text categorization
- online course
- tutoring system
- preprocessing
- decision trees
- classification process