Foundations of Statistical Natural Language Processing

By Hinrich Schütze, Christopher D. Manning, Hinrich Schutze

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.

• Format: Hardcover
• Language: English
• ISBN: 0262133601
• ISBN13: 9780262133609
• Release Date: June 1999
• Publisher: MIT Press
• Length: 720 Pages
• Weight: 4.20 lbs.
• Dimensions: 1.3" x 8.0" x 9.5"
• Age Range: 18 years and up
• Grade Range: Postsecondary and higher