SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels

Juhwan Choi, Kyohoon Jin, Junho Lee +2

Rule-based text data augmentation is widely used for NLP tasks due to its simplicity. However, this method can potentially damage the original meaning of the text, ultimately hurti…