Sarvagya Malaviya

CIAug: Equipping Interpolative Augmentation with Curriculum Learning

Interpolative data augmentation has proven to be effective for NLP tasks. Despite its merits, the sample selection process in mixup is random, which might make it difficult for the model to generalize better and converge faster. We propose CIAug, a novel curriculum-based learning method that builds…