Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches

Peter Usherwood, Steven Smit

Despite the recent success of deep transfer learning approaches in NLP, there is a lack of quantitative studies demonstrating the gains these models offer in low-shot text classifi…