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The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • From Cluttered to Clear: Improving the Web Accessibility Design for Screen Reader Users in E-commerce With Generative AI

    Yaman Yu, Bektur Ryskeldiev, Ayaka Tsutsui, Matthew Gillingham, Yang Wang · 2025 · ASSETS '25: Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper explores how Generative AI (GenAI) can be used to automatically restructure the HTML of shopping websites to improve accessibility for screen reader users. Blind and low vision users face persistent barriers on e-commerce sites — complex layouts, inconsistent heading…

    screen readers · web accessibility · generative AI · e-commerce · blind and low vision

  • Rethinking Productivity with GenAI: A Neurodivergent Students' Perspective

    Hira Jamshed, Mustafa Naseem, Venkatesh Potluri, Robin N. Brewer · 2025 · Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '25)

    This qualitative study examines how 19 neurodivergent university students (including those with ADHD, autism, OCD, dysgraphia, and auditory processing disorder) use LLM-based generative AI tools like ChatGPT in their academic work. Through semi-structured interviews, the…

    neurodiversity · generative AI · cognitive accessibility · higher education · disability studies

  • Executive Dysfunction by Design: A Cognitive Accessibility Analysis of AI Support vs. Healthcare Barriers

    Meredith Moore · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This first-person autoethnographic experience report examines the paradox of how generative AI tools have become effective assistive technology for executive dysfunction while healthcare systems designed to provide ADHD treatment actively undermine the cognitive functions they…

    executive dysfunction · cognitive accessibility · ADHD · generative AI · assistive technology

  • Helping or Homogenizing? GenAI as a Design Partner to Pre-Service SLPs for Just-in-Time Programming of AAC

    Cynthia Zastudil, Christine Holyfield, Christine Kapp, Kate Hamilton, Kriti Baru, Liam Newsam, June A. Smith, Stephen MacNeil · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates the integration of generative AI into augmentative and alternative communication (AAC) devices, specifically examining how AI-suggested hotspots affect the creation of visual scene displays (VSDs). VSDs are image-based communication tools that embed…

    augmentative and alternative communication · AAC · visual scene displays · generative AI · autism

  • CapTune: Adapting Non-Speech Captions With Anchored Generative Models

    Jeremy Zhengqi Huang, Caluã De Lacerda Pataca, Saelyne Yang Wu, Dhruv Jain · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    CapTune is a system that enables customization of non-speech captions—descriptions of environmental sounds, music, and other audio cues—for Deaf and Hard of Hearing (DHH) viewers. Current captioning practices follow a one-size-fits-all model based on standardized guidelines like…

    closed captioning · non-speech information · caption customization · deaf and hard of hearing · generative AI

  • VizXpress: Towards Expressive Visual Content by Blind Creators Through AI Support

    Lotus Zhang, Zhuohao (Jerry) Zhang, Gina Clepper, Franklin Mingzhe Li, Patrick Carrington, Jacob O. Wobbrock, Leah Findlater · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    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 authors conducted a two-stage…

    blindness · visual expression · creativity support · AI accessibility · image editing

  • Temp access: Reflecting on multimodal GAI as an accessibility technology for temporary disability

    Kate S. Glazko · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents an autoethnographic account of using multimodal generative AI (GAI) tools as accessibility technology during a period of temporary disability. The author, an accessibility researcher, experienced an illness that simultaneously impacted verbal communication,…

    generative AI · temporary disability · assistive technology · autoethnography · multimodal AI

  • Generative AI for Teachers with Vision Impairments in the Global South: A Bridge Too Far?

    Manohar Swaminathan, Tarini Naik · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This mixed-methods study examines the readiness and capacity of teachers with vision impairments (TVIs) in India to leverage generative AI technologies in their teaching practice. The research combines in-depth interviews with 15 TVIs from 10 schools in Karnataka and a…

    generative AI · vision impairment · education · Global South · India

  • Exploring AI-Fabrication in Shaping the Future of DIY-AT Design: Insights from Makers

    Leila Aflatoony, Mixuan Li, Yiyun Zhang, Irene Jacob, Shujian Xu, Ziqi Tang, Andre Grossberg · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates how generative AI can support Do-It-Yourself assistive technology (DIY-AT) design and fabrication. The researchers developed a web-based GenAI interface that combines text-to-image generation (via MidJourney) and image-to-3D model conversion (via Meshy…

    assistive technology · generative AI · digital fabrication · 3D printing · DIY assistive technology

  • SoundNarratives: Rich Auditory Scene Descriptions to Support Deaf and Hard of Hearing People

    Liang-Yuan Wu, Dhruv Jain · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper introduces SoundNarratives, a real-time system that generates rich, contextual auditory scene descriptions tailored to deaf and hard of hearing (DHH) users. Existing sound recognition technologies typically classify sounds into predefined categories like "door…

    deaf and hard of hearing · sound awareness · generative AI · audio-language models · prompt engineering

  • "Before, I Asked My Mom, Now I Ask ChatGPT": Visual Privacy Management with Generative AI for Blind and Low-Vision People

    Tanusree Sharma, Yu-Yun Tseng, Lotus Zhang, Ayae Ide, Kelly Avery Mack, Leah Findlater, Danna Gurari, Yang Wang · 2025 · Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2025)

    This paper presents the first in-depth empirical study of how blind and low vision (BLV) individuals use generative AI (GenAI) tools to manage visual privacy across diverse everyday contexts. The researchers conducted semi-structured interviews with 21 BLV participants in the…

    blind and low vision · visual privacy · generative AI · privacy management · impression management

  • "I Felt Listened to": Evaluating an AI-Powered Reflection Tool for Care Partners

    Jazette Johnson, Hira Jamshed, Rachael Zuppke, Amanda Leggett, Emily Mower Provost, Robin N. Brewer · 2025 · ACM Transactions on Accessible Computing

    This study evaluates CareJournal, an Amazon Alexa skill designed to support communication between older adult care receivers and their family caregivers through AI-assisted daily reflection. The research addresses the challenge of "articulation work"—the often invisible effort…

    voice assistants · generative AI · caregiving · older adults · reflection

12 results.