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The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • Benchmarking PDF Accessibility Evaluation: A Dataset and Framework for Assessing Automated and LLM-Based Approaches for Accessibility Testing

    Anukriti Kumar, Tanushree Padath, Lucy Lu Wang · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper addresses a critical gap in PDF accessibility evaluation by introducing the first expert-validated benchmark dataset and standardized evaluation framework for assessing how well different tools and approaches can evaluate PDF accessibility. Despite PDFs being the…

    PDF accessibility · automated testing · large language models · WCAG · PDF/UA

  • AccessGuru: Leveraging LLMs to Detect and Correct Web Accessibility Violations in HTML Code

    Nadeen Fathallah, Daniel Hernández, Steffen Staab · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper introduces AccessGuru, a novel method that combines traditional automated accessibility testing tools with large language models (LLMs) to both detect and correct web accessibility violations in HTML code. The work addresses a persistent gap in accessibility tooling:…

    automated testing · web accessibility · large language models · HTML remediation · prompt engineering

  • Accessible Web Design for Older Adults: Challenges and Solutions

    Washington Chiriboga-Casanova, Nuria Medina-Medina, Patricia Paderewski-Rodríguez · 2025 · ACM Transactions on Accessible Computing

    This systematic literature review analyzes 4,052 articles published between 2014 and 2023 to comprehensively map the challenges older adults face online and the solutions proposed to address them. Using the PRISMA methodology and PICO framework, the authors selected 35 studies…

    systematic review · older adults · web accessibility · aging · design guidelines

  • CodeA11y: Making AI Coding Assistants Useful for Accessible Web Development

    Peya Mowar, Yi-Hao Peng, Jason Wu, Aaron Steinfeld, Jeffrey P. Bigham · 2025 · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25)

    This paper addresses a persistent problem: despite decades of accessibility standards and tools, ~96% of web pages contain accessibility violations. The authors argue that AI coding assistants like GitHub Copilot represent an untapped opportunity because developers already use…

    web accessibility · AI coding assistants · developer tools · WCAG · automated testing

4 results.