University of Toronto, Vector Institute, Unity Health Toronto; University of Toronto, Vector Institute, University Health Network; University of Toronto, Vector Institute
Jixuan Wang, Kuan-Chieh Wang, Frank Rudzicz, Michael Brudno
few-shot text classification;meta-learning;transfer learning;conditional neural process;transformer;pretrained language models
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation