... instances for the start classifier, 500,000 for the end classifier,and 272,000 for the role classifier. The featuresused by the classifiers are described in Subsec-tion 3.2, and the performance ... Lbefore, Ltarget, and Lafter, which correspondto the parts of the list that is before, at, and after the target word, respectively.Initialize chunk-open to FALSE for Lsubin {Lbefore, ... results. Another recent effort(Padó and Lapata, 2005) demonstrates that deeperlinguistic information, such as parse trees in thesource and target language, is very beneficial for the process of FrameNet...