For the guided graph-based model, which we call MST Malt , this feature representation is modified to include an additional argument G Malt x , which is the dependency graph predicted by MaltParser on the input sentence x.
these features provide the lexical and part-of-speech context for determining whether a given arc label is suitable for a given head and modifier.