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<H2><A NAME="SECTION00067000000000000000">
Adjectives</A>
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Intuitively, adjectives like ``beautiful'', ``wonderful'', and ``great'' hold valuable sentiment information, so we trained our classifiers after filtering out only the adjectives within reviews. On average, adjective tests performed about 6% worse than their unfiltered negation-tagged counterparts, with no notable difference between the 3 classifiers. These results suggest that the limited information conveyed in adjectives is not representative of the full review itself.
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Pranjal Vachaspati
2012-02-05
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