3 To rule out that the lack of any syntactic information (which human annotators use) disadvantages the model, we also experimented with including dependency triples (dobj and nsubj, the most frequent dependencies) using the Stanford Parser (Klein and Manning, 2003).
performance did not improve, so due to limited space, we did not further explore this option.