Before revision:  Pre-trained on two large image-text alignment datasets(Conceptual Captions and SBU), ERNIE-ViL learns better and more robust joint representations.
After revision:  Pre-trained on two large image-text aligned datasets, we validate the effectiveness of ERNIE-ViL learns better and more robust joint representations.