By applying simple heuristics such as treating all verbs or verb phrases as opinion candidates would not help because it would introduce a large number of negative candidates and lower the accuracy of relation extraction (only 52% of the opinion expressions are verbs or verb phrases and 64% of the opinion targets are noun or noun phrases in the corpus we used).
a more effective candidate generation method is needed to allow more candidates while limiting the number of negative candidates.