Dopamin: Transformer-based Comment Classifiers through Domain Post-Training and Multi-level Layer Aggregation.
Nam Le HaiNghi D. Q. BuiPublished in: NLBSE@ICSE (2024)
Keyphrases
- training set
- training samples
- test set
- multi layer
- training examples
- data sets
- supervised training
- training data
- decision trees
- domain specific
- machine learning
- training stage
- training algorithm
- domain independent
- classification algorithm
- fuzzy logic
- training process
- trained classifiers
- linear svm
- training set size
- classification performances
- power transformers
- boosted classifiers
- sufficient training data
- multiple classifiers
- multi layer perceptron
- training phase
- linear classifiers
- machine learning methods
- fault diagnosis
- domain experts
- active learning
- feature extraction
- feature selection