Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification.
Shelan S. JeawakLuis Espinosa AnkeSteven SchockaertPublished in: SemEval@COLING (2020)
Keyphrases
- fine tuning
- domain specific
- classification accuracy
- pattern recognition
- automatic classification
- machine learning
- classification rate
- support vector machine svm
- general purpose
- fine tuned
- support vector machine
- viable alternative
- classification algorithm
- classification systems
- decision trees
- feature extraction
- data sets
- support vector
- benchmark datasets
- classification scheme
- document classification
- word sense disambiguation
- fine tune
- classification process
- classification models
- machine learning methods
- classification method
- text classification
- feature space
- training set
- knn
- artificial neural networks