The Journal of Machine Learning Research
Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
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The present approach uses stopwords and the gaps that occur between successive stopwords -formed by contentwords- as features for sentiment classification.