Literature Reviews

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

• UIClip: A Data-driven Model for Assessing User Interface Design

  Jason Wu, Yi-Hao Peng, Xin Yue Amanda Li, Amanda Swearngin, Jeffrey P. Bigham, Jeffrey Nichols (2024) — Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology (UIST '24)

  This paper introduces UIClip, a computational model that automatically assesses UI design quality and visual relevance from a screenshot and natural language description. Built on OpenAI's CLIP B/32 architecture (151 million parameters), UIClip is fi…

  • UI design
  • machine learning
  • design quality assessment
  • computer vision
  • CLIP
  • visual design
  • design tools
  • user interface
  • automated evaluation