Recommended textbooks
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Speech and Language Processing, by Daniel Jurafsky and James Martin
An Introduction to Language Processing with Perl and Prolog, by Pierre Nugues
Natural Language Processing in Python, by Steven Bird, Ewan Klein and Edward Loper
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