Learning to Rank when Grades Matter

Le Yan, Zhen Qin, Gil Shamir +3

Graded labels are ubiquitous in real-world learning-to-rank applications, especially in human rated relevance data. Traditional learning-to-rank techniques aim to optimize the rank…