Literature Reviews
Reviewed research papers, articles, and publications relevant to digital accessibility.
3 results found tagged XAI.
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The Perceptual Gap: Why We Need Accessible XAI for Assistive Technologies
Choudhury (University of Maryland, Baltimore County) presents a position paper and targeted literature review arguing that explainable AI (XAI) — the body of methods that help users understand why a black-box model produced a particular output — is f…
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Inclusive Design of AI's Explanations: Just for Those Previously Left Out?
This paper investigates whether inclusive design applied to AI explanations can produce curb-cut effects: improvements designed to help underserved users that also benefit everyone. The study centres on Explainable AI (XAI), a field concerned with he…
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Designing Accessible, Explainable AI (XAI) Experiences
This paper examines the intersection of explainable AI (XAI) and accessibility, identifying two primary concerns that the XAI field has largely overlooked. The first concern is accessibility at the XAI interface itself. While XAI techniques like visu…