Literature Reviews
Reviewed research papers, articles, and publications relevant to digital accessibility.
15 results found tagged AI accessibility.
-
Speaking with My Screen Reader: Using Audio Fictions to Explore Conversational Access to Interfaces
This paper explores whether and how human-like conversational assistants could extend the screen reader experience for blind and low vision (BLV) users. Current screen readers provide linear, impersonal access to interfaces through keyboard-driven cu…
-
Does ChatGPT Generate Accessible Code? Investigating Accessibility Challenges in LLM-Generated Source Code
This paper presents the first empirical evaluation of the accessibility of web code generated by ChatGPT (GPT-3.5), examining both how accessible the generated code is and how well the model can fix accessibility violations. The study involved 88 web…
-
When LLM-Generated Code Perpetuates User Interface Accessibility Barriers, How Can We Break the Cycle?
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 …
-
"I look at it as the king of knowledge": How Blind People Use and Understand Generative AI Tools
This study investigates how blind individuals use and make sense of mainstream generative AI tools, based on semi-structured interviews with 19 blind participants who regularly use tools like ChatGPT, Google Gemini, Microsoft Copilot, Claude, and Be …
-
VizXpress: Towards Expressive Visual Content by Blind Creators Through AI Support
This paper investigates how blind individuals engage with and desire to create expressive visual content — moving beyond the functional accessibility tasks (like privacy preservation or layout correction) that prior research has focused on. The autho…