Foundations of Statistical Natural Language Processing

Informationen zum Autor Christopher Manning and Hinrich Schütze Klappentext 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. Zusammenfassung 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.

Product details

• Authors: Christopher Manning, Christopher (Stanford University) Manning, Christopher D. Manning, Christopher S Manning, Manning Christopher, Hinrich Schuetze, Hinrich Schutze, Hinrich (Uni Stuttgart Schutze, Hinrich Schütze
• Publisher: The MIT Press
• Languages: English
• Product format: Hardback
• Released: 28.05.1999
• EAN: 9780262133609
• ISBN: 978-0-262-13360-9
• No. of pages: 720
• Dimensions: 210 mm x 236 mm x 30 mm
• Series: Foundations of Statistical Natural Language Processing; The MIT Press; The MIT Press; Foundations of Statistical Natural Language Processing
• Subjects: Humanities, art, music > Linguistics and literary studies > General and comparative linguistics; Natural sciences, medicine, IT, technology > IT, data processing > IT; Linguistics, LANGUAGE ARTS & DISCIPLINES / Linguistics / General, PSYCHOLOGY / Cognitive Psychology & Cognition, Natural language & machine translation, Cognitivism, cognitive theory, Natural language and machine translation