Table 1 shows that our model achieves an accuracy of 87.4%, which outperforms most of those models with tree structure (even those with complicated network architectures (Munkhdalai and Yu, 2016;Zhao et al., 2016)), and our model is more interpretable than the other models which are based tree structure.
our performance is better than Parikh et al.