Last but not the lest, since the current predication relies on the results of prior predications, exact inference by dynamic programming can't be obtained, and then we have to maintain a n-best candidate list at each considering position, which also evokes the potential risk of depressing the parameter tuning procedure.
many theoretically useful features such as higherorder word-or POS-grams can not be utilized efficiently.