uses the same grid representation, but treats the transition probabilities P (r i,j | r i,j ) for each document as features for input to an SVM classifier.
the wider variety of grammatical constructions used may motivate more complex syntactic features, for instance as proposed by (Siddharthan et al., 2004) in sentence clustering.