Abstract
Machine learning and statistical methods have yielded impressive results in a wide variety of
natural language processing tasks. These advances have generally been regarded as engineering
achievements. In fact it is possible to argue that the success of machine learning methods is
significant for our understanding of the cognitive basis of language acquisition
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