These constraints can be lexicalized (Collins, 1999; Charniak, 2000) , unlexicalized (Johnson, 1998; Klein and Manning, 2003b) or automatically learned (Matsuzaki et al., 2005; <cite>Petrov et al., 2006)</cite> .