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ID: accumulatedpredictionsensitivity
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Measuring Fairness of Text Classifiers via Prediction Sensitivity
AbstractWith the rapid growth in language processing applications, fairness has emerged as an important consideration in data-driven solutions. Although various fairness definitions have been explored in the recent literature, there …...