Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions

no code implementations • ACL 2021 • Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart

Deep learning algorithms have shown promising results in visual question answering (VQA) tasks, but a more careful look reveals that they often do not understand the rich signal they are being fed with.

Question Answering Visual Question Answering