We can see that GAT combined with Cnt features improves the F 1 score from<cite> Yang et al. (2015)</cite> and Jurczyk et al. (2016) by around 11.1% and 6.6% (from 32.17 and 36.65 to 43.27), which shows the effectiveness of our framework.