Rishikesh Jha

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

Pre-trained transformer models have shown enormous success in improving performance on several downstream tasks. However, fine-tuning on a new task still requires large amounts of task-specific labeled data to achieve good performance. We consider this problem of learning to generalize to new tasks,…