Literature Reviews

Reviewed research papers, articles, and publications relevant to digital accessibility.

• 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…

  • PDF accessibility
  • automated testing
  • large language models
  • WCAG
  • PDF/UA
  • benchmark dataset
  • document accessibility
  • alternative text
  • reading order
  • semantic tagging
  • accessibility evaluation