Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation

Jixuan Wang, Kuan-Chieh Wang, Frank Rudzicz +1

Large pretrained language models (LMs) like BERT have improved performance in many disparate natural language processing (NLP) tasks. However, fine tuning such models requires a la…