Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models.
Shuzheng GaoHongyu ZhangCuiyun GaoChaozheng WangPublished in: ICSE (2023)
Keyphrases
- prior knowledge
- accurate models
- data sets
- experimental data
- background knowledge
- database
- historical data
- learning models
- synthetic data
- learning algorithm
- image data
- data processing
- learned models
- high quality
- data analysis
- supervised learning
- artificial intelligence
- predictive model
- hidden variables
- training data
- raw data
- model selection
- input data
- generative model
- active learning
- data structure
- computer systems
- data collection
- data sources
- source code
- structured prediction
- knowledge discovery
- machine learning
- previously learned