Esther Goldbraich

Do Not Have Enough Data? Deep Learning to the Rescue!

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

Based on recent advances in natural language modeling and those in text generation capabilities, we propose a novel data augmentation method for text classification tasks. We use a powerful pre-trained neural network model to artificially …