Is BERT the New Silver Bullet? - An Empirical Investigation of Requirements Dependency Classification.
Gouri DeshpandeBehnaz SheikhiSaipreetham ChakkaDylan Lachou ZotegouonMohammad Navid MasahatiGuenther RuhePublished in: RE Workshops (2021)
Keyphrases
- automatic classification
- pattern classification
- classification scheme
- classification accuracy
- machine learning
- object classification
- feature extraction
- pattern recognition
- feature vectors
- text classification
- automated classification
- classification systems
- classification models
- benchmark datasets
- support vector machine svm
- training samples
- feature selection
- feature space
- decision trees
- preprocessing
- data sets
- classification process
- neural network
- genetic algorithm
- document classification
- case study
- image classification
- machine learning methods
- classification method
- training set
- support vector machine
- unsupervised learning
- model selection
- feature set