Shallow pooling for sparse labels

Negar Arabzadeh, Alexandra Vtyurina, Xinyi Yan +1

Recent years have seen enormous gains in core IR tasks, including document and passage ranking. Datasets and leaderboards, and in particular the MS MARCO datasets, illustrate the d…