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Reviews

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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  • When LLM-Generated Code Perpetuates User Interface Accessibility Barriers, How Can We Break the Cycle?

    Alexandra-Elena Gurita, Radu-Daniel Vatavu · 2025 · Proceedings of the 22nd International Web for All Conference (W4A 2025)

    This paper evaluates the ability of large language models (LLMs) to generate accessible web user interfaces, comparing ChatGPT (GPT-4-turbo) and Claude (3.5 Haiku) across two prompting strategies: accessibility-agnostic prompts ("Design the homepage of a banking app") and…

    large language models · WCAG compliance · automated accessibility · prompt engineering · code generation

  • LLMs for Accessibility in Mobile Apps: Detection and Repair

    Wajdi Aljedaani, Ahmed Aljohani, Marcelo M. Eler, Abdulrahman Habib, Hyunsook Do · 2025 · Proceedings of the 22nd International Web for All Conference (W4A 2025)

    This study evaluates the capacity of three large language models—GPT-4o, Gemini 1.0 Pro, and Llama 3—to detect, classify, and remediate accessibility violations in Android mobile applications. While prior LLM accessibility research has focused primarily on web applications, this…

    mobile accessibility · large language models · Android accessibility · automated accessibility testing · accessibility remediation

2 results.