Markus Bayer

A Survey on Data Augmentation for Text Classification

2022 · ACM Computing Surveys

Data augmentation, the artificial creation of training data for machine learning by transformations, is a widely studied research field across machine learning disciplines. While it is useful for increasing a model's generalization capabilities, it can …