In this paper, three types of sentences, the first (firstS) and the last (lastS) sentence and the sentences with adverbs (advS), are considered to be more informative in determining the sentiment rating of a review.
at run-time, these sentences are given more weights by doubling the n-gram and semantic features therein while features of others not belonging to these three types are not duplicated.