Compared with Collins and Duffy's kernel and its application in pronoun resolution<cite> (Yang et al 2006)</cite> , the context-sensitive convolution tree kernel enumerates not only context-free sub-trees but also context-sensitive sub-trees by taking their ancestor node paths into consideration.