Understanding the Effects of the Baidu-ULTR Logging Policy on Two-Tower Models

Morris de Haan, Philipp Hager

Despite the popularity of the two-tower model for unbiased learning to rank (ULTR) tasks, recent work suggests that it suffers from a major limitation that could lead to its collap…