Another popular approach has been to apply a reranking model, which can incorporate soft structural constraints in the form of features, on top of the k-best output of local classifiers (Toutanova et al., 2008;Johansson and Nugues, 2008).
since there are no overlaps, we will not need to include incompatible edges.