Active Code Learning: Benchmarking Sample-Efficient Training of Code Models.
Qiang HuYuejun GuoXiaofei XieMaxime CordyLei MaMike PapadakisYves Le TraonPublished in: CoRR (2023)
Keyphrases
- structured prediction
- learning process
- prior knowledge
- statistical models
- deep architectures
- learned models
- source code
- supervised learning
- complex systems
- learning models
- learning speed
- accurate models
- online learning
- learning algorithm
- computer based training
- online training
- reinforcement learning
- training process
- efficient learning
- active learning
- feedforward neural networks
- learning machines
- machine learning
- learning systems
- machine learning algorithms