On the Interaction with Large Language Models for Web Accessibility: Implications and Challenges

Giovanni Delnevo, Manuel Andruccioli, S. Mirri
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Abstract

The widespread diffusion of Large Language Models (LLMs) has ushered in a transformative era across numerous research domains, including web accessibility. In fact, they can potentially offer automated solutions for generating accessible content, performing accessibility testing, and enhancing the overall user experience for individuals with disabilities. In this paper, we investigate how LLMs can be successfully employed to evaluate and correct web accessibility. Then, we delve into the positive implications and the current challenges derived from the interaction between developers and LLMs in this specific context. Finally, we present some future directions that could be explored to ensure that web content remains accessible to all.
网络无障碍与大型语言模型的互动:影响与挑战
大语言模型(LLMs)的广泛传播为包括网络无障碍在内的众多研究领域带来了一个变革时代。事实上,它们有可能为生成无障碍内容、执行无障碍测试以及提升残障人士的整体用户体验提供自动化解决方案。在本文中,我们将研究如何成功地利用 LLM 来评估和纠正网络无障碍性。然后,我们将深入探讨开发人员与 LLM 在这种特定情况下的互动所产生的积极意义和当前面临的挑战。最后,我们提出了一些可以探索的未来方向,以确保网络内容对所有人都是无障碍的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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