By annotating syntactic categories with their distributional representation, the method emulates lexicalized approaches (Collins, 2003) and captures similarity more flexibly than solutions based on hard clustering (Klein and Manning, 2003;Petrov et al., 2006).
their approach mainly aims at improving parsing by capturing a richer, data-driven categorial structure.