Data-driven unsupervised dependency parsing is now a well-established discipline (Klein and Manning, 2004;Spitkovsky et al., 2010a;Spitkovsky et al., 2010b).
nevertheless, the baseline is oracle-informed about the language's best branching direction, a property that UDP does not have.