Before revision:  We show that our approach  outperforms multiple baselines and the state-of-the-art in narrative script induction on multiple event modeling tasks.
After revision:  We show that our approach not only outperforms multiple baselines and the state-of-the-art in narrative script induction on multiple event modeling tasks.