Before revision:  We explore the more realistic few-shot setting, where only a few hundred training examples are available . We show that standard span selection models perform poorly, highlighting the fact that current pretraining objective are far removed from question answering.
After revision:  We explore the more realistic few-shot setting, where only a few hundred training examples are available , and observe that standard models perform poorly, highlighting the fact that current pretraining objective are far removed from question answering.