We compared the performance of our model against the state-of-the-art work of MBW <cite>(Mei et al., 2016)</cite> , as well as two other baseline models KL (Konstas and Lapata, 2013) and ALK (Angeli et al., 2010 '00010000000000' and '00001000000000' respectively.