It is generally acknowledged that the Stanford scheme is closer to the targeted semantic representation from the perspective of relation extraction (Buyko and Hahn, 2010).
among the four styles of Stanford representations, "collapsed dependency" can much simplify patterns in relation extraction since dependencies involving preposition, conjunct as well as referent of relative clause are effectively collapsed to reflect direct dependencies between content words.