A language model was found to outperform a maximum entropy classifier (Gamon, 2010).
the language model was trained on the Gigaword corpus, 17 • 10 9 words (Linguistic Data Consortium, 2003), a corpus several orders of magnitude larger than the corpus used to train the classifier.