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In CEAS 2006 - Third Conference on Email and Anti-Spam (27 July 2006)
Motivated by current efforts to construct more realistic spam filtering experimental corpora, we present a newly assembled, publicly available corpus of genuine and unsolicited (spam) email, dubbed <i>GenSpam</i>. We also propose an adaptive model for semi-structured document classification based on language model component interpolation. We compare this with a number of alternative classification models, and report promising results on the spam filtering task using a specifically assembled test set to be released as part of the <i>GenSpam</i> corpus.
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