Augmenting Data with Mixup for Sentence Classification: An Empirical Study.
Hongyu GuoYongyi MaoRichong ZhangPublished in: CoRR (2019)
Keyphrases
- data sets
- data collection
- database
- classification algorithm
- synthetic data
- data structure
- data reduction
- original data
- data analysis
- high quality
- data points
- data processing
- small number
- image classification
- decision trees
- machine learning
- preprocessing
- prior knowledge
- probability distribution
- input data
- natural language
- attribute values
- raw data
- neural network