Introduces distributional fairness notion, axioms for ideal fairness evaluation in search, repurposes TREC collections, measures data bias, and proposes interpolation of fairness with relevance metrics.
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A Conceptual Framework for Evaluating Fairness in Search
Introduces distributional fairness notion, axioms for ideal fairness evaluation in search, repurposes TREC collections, measures data bias, and proposes interpolation of fairness with relevance metrics.