Moreover, they usually depends on tuning parameters like thresholds that cannot be learned without human intervention.
statistical models are ready to incorporate all such phenomena within a consistent statistical generative model of a string, and often prove to work better than heuristic methods (Goldwater et al., 2006;Mochihashi et al., 2009).