Foundations of Statistical Natural Language Processing
By: and
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- Synopsis
- 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.
- Copyright:
- 1999
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9780262303798
- Related ISBNs:
- 9780262133609
- Publisher:
- MIT Press
- Date of Addition:
- 07/04/20
- Copyrighted By:
- The MIT Press
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Language Arts
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.