For example, previous work has shown that sequence models alone cannot deal with syntactic ambiguities well (Clark and Curran, 2004;Tsuruoka et al., 2009).
stateof-the-art systems usually utilize high complexity models, such as lexicalized PCFG models for syntactic parsing, to achieve high accuracy.