… In order to assess the impact of the Conceptual Captions dataset, we consider several image
captioning models previously proposed in the literature. These models can be understood …

… pieces of information consistent with the image as a skeleton. Sub… automatically extracted
from the alttext captions. We focus on language-based skeletons that are derived from captions …

… we associated a set of five textual descriptions: the first is the alternative text written by
the human contributors to the online encyclopedia Footnote 25 , while the other four are the …

… Our system also extracts the alt text and image captions in the DOM while the user is
browsing a page using the browser extension. This allows the system to keep improving as more …

… As some alttexts are too long, we split them up by punctuation marks, such as period and
exclamation mark, and select the longest part. To filter out some rare or misspelled words, we …

… We measure CLIP-S’s capacity to reconstruct a set of 2.8K human judgments of alttext …
Each alt-text was rated on a scale of 0 to 3 in terms of its probable utility as an alt-text. While the …

… In this study, we explore contextual differences in image captioning based on the domain, …
general feedback about the process of image captioning, image captions, and the study, we …

… image captioning models how “to read”, ie, allow us to design and train image captioning
algorithms which are able to process and include information from the text in the image. In …

… set a new SOTA for news image captioning. Our model can incorporate real-world knowledge
about entities across different modalities and generate text with better linguistic diversity. …

… These problems are further exacerbated when models are trained directly on image-alt
text pairs collected from the internet. In this work, we show that it is possible to generate more …