We present CarmelTC, a novel hybrid text clas-sification approach for automatic essay grad-ing. Our evaluation demonstrates that the hy-brid CarmelTC approach outperforms two “bag of words ” approaches, namely LSA and a Naive Bayes, as well as a purely symbolic approach
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