Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks

Trapit Bansal, Rishikesh Jha, Andrew McCallum

Self-supervised pre-training of transformer models has shown enormous success in improving performance on a number of downstream tasks. However, fine-tuning on a new task still req…