Literature Reviews
Reviewed research papers, articles, and publications relevant to digital accessibility.
4 results found tagged content moderation.
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Incorporating Procedural Fairness in Flag Submissions on Social Media Platforms
This paper examines how the design choices embedded in social media flagging mechanisms shape users' perceptions of procedural fairness. Flagging — the ability for users to report posts or accounts that violate community guidelines — is a critical co…
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Policy Maps: Tools for Guiding the Unbounded Space of LLM Behaviors
This paper introduces "policy maps," an approach to AI policy design for large language models inspired by physical mapmaking. The core insight is that comprehensive policy coverage over an unbounded space of LLM inputs and outputs is impossible — ju…
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Nothing Micro About It: Examining Ableist Microaggressions on Social Media
This paper presents the first study examining how disabled people experience ableist microaggressions specifically on social media. The researchers conducted semi-structured interviews with 20 participants with various disabilities — including physic…
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Unintended Machine Learning Biases as Social Barriers for Persons with Disabilities
This paper from Google's Ethical AI team provides concrete empirical evidence that widely deployed NLP models encode measurable biases against people with disabilities, creating social barriers through technology. The authors examine three layers of …