STA: Self-controlled Text Augmentation for Improving Text Classifications

Congcong Wang, Gonzalo Fiz Pontiveros, Steven Derby +1

Despite recent advancements in Machine Learning, many tasks still involve working in low-data regimes which can make solving natural language problems difficult. Recently, a number…