(2014) show that structured events from open information extraction (Yates et al., 2007;Fader et al., 2011) can achieve better performance compared to conventional features, as they can capture structured relations.
one disadvantage of structured representations of events is that they lead to increased sparsity, which potentially limits the predictive power.