WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset
Burns, Andrea, Srinivasan, Krishna, Ainslie, Joshua, Brown, Geoff, Plummer, Bryan A., Saenko, Kate, Ni, Jianmo, Guo, Mandy
–arXiv.org Artificial Intelligence
Webpages have been a rich resource for language and vision-language tasks. Yet only pieces of webpages are kept: image-caption pairs, long text articles, or raw HTML, never all in one place. Webpage tasks have resultingly received little attention and structured image-text data underused. To study multimodal webpage understanding, we introduce the Wikipedia Webpage 2M (WikiWeb2M) suite; the first to retain the full set of images, text, and structure data available in a page. WikiWeb2M can be used for tasks like page description generation, section summarization, and contextual image captioning.
arXiv.org Artificial Intelligence
May-9-2023