Foundations of Statistical Natural Language Processing (The MIT Press) por Christopher Manning

October 13, 2019

Foundations of Statistical Natural Language Processing (The MIT Press) por Christopher Manning

Titulo del libro: Foundations of Statistical Natural Language Processing (The MIT Press)

Autor: Christopher Manning

Número de páginas: 620 páginas

Fecha de lanzamiento: May 1, 1999

ISBN: 0262133601

Editor: MIT PR

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Christopher Manning con Foundations of Statistical Natural Language Processing (The MIT Press)

STATISTICAL APPROACHES TO PROCESSING NATURAL LANGUAGE TEXT HAVE BECOME DOMINANT IN RECENT YEARS. THIS FOUNDATIONAL TEXT IS THE FIRST COMPREHENSIVE INTRODUCTION TO STATISTICAL NATURAL LANGUAGE PROCESSING (NLP) TO APPEAR. THE BOOK CONTAINS ALL THE THEORY AND ALGORITHMS NEEDED FOR BUILDING NLP TOOLS. IT PROVIDES BROAD BUT RIGOROUS COVERAGE OF MATHEMATICAL AND LINGUISTIC FOUNDATIONS, AS WELL AS DETAILED DISCUSSION OF STATISTICAL METHODS, ALLOWING STUDENTS AND RESEARCHERS TO CONSTRUCT THEIR OWN IMPLEMENTATIONS. THE BOOK COVERS COLLOCATION FINDING, WORD SENSE DISAMBIGUATION, PROBABILISTIC PARSING, INFORMATION RETRIEVAL, AND OTHER APPLICATIONS.