Neural Data Augmentation via Example Extrapolation

1 code implementation • 2 Feb 2021 • Kenton Lee, Kelvin Guu, Luheng He, Tim Dozat, Hyung Won Chung

In many applications of machine learning, certain categories of examples may be underrepresented in the training data, causing systems to underperform on such "few-shot" cases at test time.

Data Augmentation Few-Shot Learning +5