On the Calibration and Uncertainty of Neural Learning to Rank Models

Gustavo Penha, Claudia Hauff

According to the Probability Ranking Principle (PRP), ranking documents in decreasing order of their probability of relevance leads to an optimal document ranking for ad-hoc retrie…