Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime

Junfan Chen, Richong Zhang, Zheyan Luo +2

Data augmentation is widely used in text classification, especially in the low-resource regime where a few examples for each class are available during training. Despite the succes…