Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks

Winston Wu, Dustin Arendt, Svitlana Volkova

We evaluate machine comprehension models' robustness to noise and adversarial attacks by performing novel perturbations at the character, word, and sentence level. We experiment wi…