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.
InProceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval(Taipei Taiwan, July 2023), ACM, pp
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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.