Importance Guided Data Augmentation for Neural-Based Code Understanding.

Zeming Dong Qiang Hu Xiaofei Xie Maxime Cordy Mike Papadakis Jianjun Zhao

Published 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