Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset

Philipp Hager, Romain Deffayet, Jean-Michel Renders +2

Unbiased learning-to-rank (ULTR) is a well-established framework for learning from user clicks, which are often biased by the ranker collecting the data. While theoretically justif…