One problem with the context-sensitive tree span explored in Zhang et al (2006) is that it only considers the availability of entities' siblings and fails to consider following two factors: 1) Whether is the information contained in SPT enough to determine the relationship between two entities?
it is critical to understand which portion of a parse tree is important in the tree kernel calculation.