Modeling Label Ambiguity for Neural List-Wise Learning to Rank

Rolf Jagerman, Julia Kiseleva, Maarten de Rijke

List-wise learning to rank methods are considered to be the state-of-the-art. One of the major problems with these methods is that the ambiguous nature of relevance labels in learn…