However, deficient models have proven useful in other unsupervised NLP tasks (Klein and Manning, 2002;Toutanova and Johnson, 2007).
toutanova and Johnson (2007) demonstrate good performance on unsupervised part-ofspeech tagging (using a dictionary) with a Bayesian model similar to our own.