A hybrid code representation learning approach for predicting method names.
Fengyi ZhangBihuan ChenRongfan LiXin PengPublished in: J. Syst. Softw. (2021)
Keyphrases
- unsupervised learning
- cost function
- data sets
- prior knowledge
- online learning
- high accuracy
- high precision
- reinforcement learning
- synthetic data
- neural network
- learning mechanism
- hybrid learning
- learning systems
- clustering method
- classification accuracy
- dynamic programming
- learning algorithm
- active learning
- pairwise
- experimental evaluation
- objective function
- inference process
- training data
- learning scheme
- feature representation
- neural nets
- multiscale
- classification method
- segmentation method
- preprocessing
- model selection
- em algorithm
- significant improvement
- supervised learning