The task is to learn a classifier to extract the set of aspect terms A i and the set of opinion terms O i from each review sentence s i ∈ S. This task can be formulated as a sequence tagging problem by using the BIO encoding scheme.
each review sentence s i is composed of a sequence of words s i = {w i1 , ..., w in i }.