Predictive Uncertainty-based Bias Mitigation in Ranking

Maria Heuss, Daniel Cohen, Masoud Mansoury +2

Societal biases that are contained in retrieved documents have received increased interest. Such biases, which are often prevalent in the training data and learned by the model, ca…