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Publication
AAAI-SS 2004
Conference paper
Exploring sentiment summarization
Abstract
We introduce the idea of a sentiment summary, a single passage from a document that captures a key aspect of the author's opinion about his or her subject. Using supervised data from the Rotten Tomatoes website, we examine features that appear to be helpful in locating a good summary sentence. These features are used to fit Naive Bayes and regularized logistic regression models for summary extraction. Copyright © 2004, American Association for Artificial Intelligence (www.aaai.org). All rights reserved.