2009 · 147 citations · 6 references
ComputingComputer ScienceComputational LinguisticsInformation RetrievalNatural Language ProcessingNews MediaSatireSentiment AnalysisNews SatireSatire DetectionSatirical CharacterizationSatirical RepresentationSemantic Feature KnowledgeSemantic Feature Modeling
We introduce the novel task of determining whether a newswire article is "true" or satirical. We experiment with SVMs, feature scaling, and a number of lexical and semantic feature types, and achieve promising results over the task.
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Inductive learning algorithms and representations for text categorization
Susan Dumais, John Platt, David Heckerman et al. · 1998 · 1.5K citations
An evaluation of Naive Bayesian anti-spam filtering
Ion Androutsopoulos, John Koutsias, Konstantinos V. Chandrinos et al. · arXiv (Cornell University) · 2000 · 529 citations · Full text