Natural Language Processing with Python by Ewan Klein, Edward Loper, Steven Bird (Paperback, 2009)

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With "Natural Language Processing with Python", you'll learn how to write Python programs to work with large collections of unstructured text. You'll access richly-annotated datasets using a comprehensive range of linguistic data structures.