The hypothesis generation thus proceeds as follows: • For a given sentence, let the base sequence labeler generate up to k s sequences of unlabeled opinion expressions; • for every sequence, apply the base polarity classifier to generate up to k p polarity labelings.
the hypothesis set size is at most k s • k p .