81 citations · 157 across the 7 of their papers we have counts for
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cs.LG2023
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata
Mark Díaz, Sunipa Dev, Emily Reif +2
The unstructured nature of data used in foundation model development is a challenge to systematic analyses for making data use and documentation decisions. From a Responsible AI pe…
cs.CY2023★ 81 cited
AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia
Rida Qadri, Renee Shelby, Cynthia L. Bennett +1
This paper presents a community-centered study of cultural limitations of text-to-image (T2I) models in the South Asian context. We theorize these failures using scholarship on dom…