A manual approach might take the category NP and subdivide it into one subcategory NPˆS for subjects and another subcategory NPˆVP for objects (Johnson, 1998;Klein and Manning, 2003).
rather than devising linguistically motivated features or splits, latent variable parsing takes a fully automated approach, in which each symbol is split into unconstrained subcategories.