The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification.
Anastasiia GrishinaMax HortLeon MoonenPublished in: ESEC/SIGSOFT FSE (2023)
Keyphrases
- classification models
- machine learning methods
- statistical models
- source code
- pattern classification
- machine learning algorithms
- decision trees
- support vector machine svm
- bit rate
- model selection
- probabilistic model
- pattern recognition
- support vector
- classification accuracy
- feature extraction
- software maintenance
- support vector machine
- software development
- feature vectors
- software systems
- classification method
- image sequences
- data sets
- automatic classification
- classification scheme