The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification.
Anastasiia GrishinaMax HortLeon MoonenPublished in: CoRR (2023)
Keyphrases
- classification models
- machine learning methods
- source code
- model selection
- classification accuracy
- pattern recognition
- text classification
- statistical models
- machine learning algorithms
- classification scheme
- bit rate
- support vector
- feature selection
- classification method
- training samples
- multi layer
- automatic classification
- pattern classification
- classification algorithm
- rate distortion
- data sets
- probabilistic model
- feature space
- machine learning