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Natural Language Processing Fundamentals
Language: en
Pages: 374
Authors: Sohom Ghosh
Categories: Computers
Type: BOOK - Published: 2019-03-30 - Publisher: Packt Publishing Ltd

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Use Python and NLTK (Natural Language Toolkit) to build out your own text classifiers and solve common NLP problems. Key FeaturesAssimilate key NLP concepts and
Introduction to Natural Language Processing
Language: en
Pages: 535
Authors: Jacob Eisenstein
Categories: Computers
Type: BOOK - Published: 2019-10-01 - Publisher: MIT Press

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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
Linguistic Fundamentals for Natural Language Processing
Language: en
Pages: 186
Authors: Emily M. Bender
Categories: Computers
Type: BOOK - Published: 2013-06-01 - Publisher: Morgan & Claypool Publishers

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Many NLP tasks have at their core a subtask of extracting the dependencies—who did what to whom—from natural language sentences. This task can be understood
Practical Natural Language Processing
Language: en
Pages: 455
Authors: Sowmya Vajjala
Categories: Computers
Type: BOOK - Published: 2020-06-17 - Publisher: O'Reilly Media

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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
Language: en
Pages: 719
Authors: Christopher Manning
Categories: Language Arts & Disciplines
Type: BOOK - Published: 1999-05-28 - Publisher: MIT Press

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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