Documents are initially pre-processed as follows: (i) Negation handling is performed as<cite> Pang et al. (2002)</cite> , "NOT_" is added to every words occurring after the negation word (no, not, isn't, can't, never, couldn't, didn't, wouldn't, don't) and first punctuation mark in the sentence.