Before revision:  We study whether models can be trained without any human-annotated Q-A pairs, but only with images and associated text captionswhich are descriptive and less subjective .
After revision:  We study whether models can be trained without any human-annotated Q-A pairs, but only with images and their associated textual descriptions or captions .