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.
A., Pan, B., Hembrooke, H., Radlinski, F., and Gay, G.Evaluating the Accuracy of Implicit Feedback from Clicks and Query Reformulations in Web Search.ACM Trans
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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.