Importance Guided Data Augmentation for Neural-Based Code Understanding.
Zeming DongQiang HuXiaofei XieMaxime CordyMike PapadakisJianjun ZhaoPublished in: CoRR (2024)
Keyphrases
- data analysis
- high quality
- data sets
- original data
- training data
- data collection
- synthetic data
- missing data
- artificial neural networks
- prior knowledge
- data sources
- data management
- complex data
- application domains
- data distribution
- statistical methods
- database
- data structure
- open source
- small number
- knowledge discovery
- data points
- probability distribution
- case study
- knowledge base
- learning algorithm
- machine learning