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Alt-Text with Context: Improving Accessibility for Images on Twitter
March 4, 2024, 5:43 a.m. | Nikita Srivatsan, Sofia Samaniego, Omar Florez, Taylor Berg-Kirkpatrick
cs.LG updates on arXiv.org arxiv.org
Abstract: In this work we present an approach for generating alternative text (or alt-text) descriptions for images shared on social media, specifically Twitter. More than just a special case of image captioning, alt-text is both more literally descriptive and context-specific. Also critically, images posted to Twitter are often accompanied by user-written text that despite not necessarily describing the image may provide useful context that if properly leveraged can be informative. We address this task with a …
abstract accessibility arxiv captioning case context cs.cl cs.cv cs.lg image images media social social media text twitter type work
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