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Practical Natural Language Processing
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Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and sc
Foundations of Statistical Natural Language Processing
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Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction
Introduction to Natural Language Processing
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A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algo
Natural Language Processing
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This undergraduate textbook introduces essential machine learning concepts in NLP in a unified and gentle mathematical framework.