Note that in (Nguyen et al., 2009;Zhou et al., 2007;Zhang et al., 2006), even for tree kernels, the tree structures were also integrated with entity types (see Figure  1 as an example).
in the parse trees in Figure 1, we replaced entity types PER, ORG, LOC with a generic type ETYPE.