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.
the new feature representation will map an arc and the entire predicted MaltParser graph to a high dimensional feature representation, f(i, j, l, G Malt x ) ∈ R k+m .