Scoring functions are sub-optimal for all utility-fairness trade-offs in ranking under a generic fairness formulation, but semi-greedy post-processing can approach the performance of exhaustive post-processing.
Biega, Krishna P
2 Pith papers cite this work. Polarity classification is still indexing.
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Information retrieval can empower socially responsible consumerism by reducing information asymmetries, supporting complex ethical searches, and calibrating consumer knowledge during product decisions.
citing papers explorer
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Scoring Is Not Enough: Addressing Gaps in Utility-fairness Trade-offs for Ranking
Scoring functions are sub-optimal for all utility-fairness trade-offs in ranking under a generic fairness formulation, but semi-greedy post-processing can approach the performance of exhaustive post-processing.
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From Query to Conscience: The Importance of Information Retrieval in Empowering Socially Responsible Consumerism
Information retrieval can empower socially responsible consumerism by reducing information asymmetries, supporting complex ethical searches, and calibrating consumer knowledge during product decisions.