Our method outperforms the previous studies (TextRank (Mihalcea and Tarau, 2005), L2R (Henß et al, 2015), Regression (Henß et al, 2015), RL-full (Henß et al, 2015) ) on ACL-ARC and WIKI data but achieves lower performance than the previous studies on DUCs.
the differences of ROUGE scores between the models are relatively small.