Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model.
Stefan OllingerLorik DumaniPremtim SahitajRalph BergmannRalf SchenkelPublished in: CoRR (2020)
Keyphrases
- classification models
- classification algorithm
- fine tuning
- pattern classification
- classification method
- machine learning
- probabilistic model
- feature space
- classification scheme
- automatic classification
- pattern recognition
- class labels
- data sets
- decision trees
- feature extraction
- computational model
- image classification
- training set
- feature vectors
- classification accuracy
- support vector machine
- preprocessing
- learning phase
- machine learning methods
- experimental data
- high level
- statistical model
- mathematical model
- svm classifier
- support vector
- benchmark datasets
- feature set
- cross validation
- hidden markov models
- prior knowledge
- formal model
- feature selection
- machine learning algorithms
- unsupervised learning
- classification rate
- classification process
- model selection