On the relation extraction side, the recently developed deep learning approaches have also proved useful, by successfully combining information about the meaning of the arguments, their context and their grammatical connections (Zeng et al., 2014;Liu et al., 2015;dos Santos et al., 2015).
we further analyze the performance of the relation classifier in two scenarios: i) when the sentence includes information regarding a single person; and ii) when a given sentence includes information about two or more different persons.