Participatory auditing workshops with users produce a taxonomy of epistemic, representational, infrastructural, and social impacts from ranked search results while exposing limits when neural models appear competent.
U.Algorithms of Oppression: How Search Engines Reinforce Racism
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All Eyes on the Ranker: Participatory Auditing to Surface Blind Spots in Ranked Search Results
Participatory auditing workshops with users produce a taxonomy of epistemic, representational, infrastructural, and social impacts from ranked search results while exposing limits when neural models appear competent.