Literature Reviews

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

• Surfacing Variations to Calibrate Perceived Reliability of MLLM-generated Image Descriptions

  Meng Chen, Akhil Iyer, Amy Pavel (2025) — ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

  This paper addresses a critical safety problem in AI-powered visual access technology: multimodal large language models (MLLMs) like GPT-4o, Gemini, and Claude produce fluent, confident image descriptions that can contain fabricated content, misinter…

  • blindness
  • low vision
  • image descriptions
  • multimodal AI
  • large language models
  • AI reliability
  • trust calibration
  • screen readers
  • visual access technology