Literature Reviews

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

• Toward Fairness in AI for People with Disabilities: A Research Roadmap

  Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris (2020) — SIGACCESS Accessibility and Computing

  This position paper from Microsoft Research presents a systematic risk assessment of how major categories of AI systems may fail or discriminate against people with disabilities, proposing a four-point research roadmap for increasing AI fairness. The…

  • AI fairness
  • algorithmic bias
  • disability
  • computer vision
  • speech recognition
  • text processing
  • research roadmap
  • outlier detection
  • benchmark datasets