For example, if 'overrated' is used to modify 'pizza', this relation could provide guidance to extract the aspect 'pizza' and the opinion expression 'overrated'.
then, the probability of the predicted sequence Y t can be calculated as follows: where Y t X denotes all possible label sequences.