Esther Goldbraich

Text Augmentation Using Dataset Reconstruction for Low-Resource Classification

In the deployment of real-world text classification models, label scarcity is a common problem and as the number of classes increases, this problem becomes even more complex. An approach to addressing this problem is by applying text augmentation methods. One of the more prominent methods involves u…