STraTA: Self-Training with Task Augmentation for Better Few-shot Learning

Tu Vu, Minh-Thang Luong, Quoc V. Le +2

Despite their recent successes in tackling many NLP tasks, large-scale pre-trained language models do not perform as well in few-shot settings where only a handful of training exam…