TextRank and SingleRank setup Following<cite> Mihalcea and Tarau (2004)</cite> and Wan and Xiao (2008) , we set the co-occurrence window size for TextRank and SingleRank to 2 and 10, respectively, as these parameter values have yielded the best results for their evaluation datasets.