Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures

Nafise Sadat Moosavi, Marcel de Boer, Prasetya Ajie Utama +1

Existing NLP datasets contain various biases, and models tend to quickly learn those biases, which in turn limits their robustness. Existing approaches to improve robustness agains…