One is the PRank algorithm, a variant of the perceptron algorithm, that uses multiple biases to represent the boundaries between every two consecutive ranks (Crammer and Singer, 2001;Harrington, 2003).
as we will show in section 3.7, the PRank algorithm does not work on the reranking tasks due to the introduction of global ranks.