In these cases, resorting to features that focus on the semantic content of the event words may be very beneficial for inferring implicit relations.
while morpho-syntactic and context features are considered sufficient for classifying event-timex pairs, we believe that exploiting distributional semantic information about event words can benefit supervised classification of other types of pairs.