We re-implemented the approach by Pichotta and Mooney (2014) with the exception that we use v(e subj , e dobj , e iobj ) instead of v(e subj , e obj , e prep ) to represent events.
we do not model prepositional arguments of an event but discriminate between direct and indirect objects of verbs.