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Multilingual Natural Language Processing Applications From Theory to Practice

ISBN-10: 0137151446

ISBN-13: 9780137151448

Edition: 2012

Authors: Imed Zitouni, Daniel M. Bikel

List price: $121.95
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Description:

Global organizations must quickly and cost-effectively analyze, translate, synthesize, and distill massive amount of text in multiple languages. The technology needed to automate this process - multilingual natural language processing (NLP)- is advancing rapidly. This is the first comprehensive, "one-stop-shop" guide to building robust and accurate multilingual NLP systems. Multilingual Natural Language Applicationscombines all the essential background and realistic, up-to-date guidance practitioners will need to succeed. Containing new contributions from leading researchers at IBM, Google, Stanford, CMU, Columbia, and ISI, it integrates cutting-edge advances with practical solutions drawn from extensive field experience. Part I focuses primarily on multilingual NLP's core technologies, including technologies for understanding the structure of words and documents; analyzing syntax; modeling language; recognizing entailment, and detecting redundancy. Part II delves into the theoretical and practical considerations involved in using these technologies to construct real-world applications. It contains detailed chapters on information extraction, machine translation, information retrieval and search, summarization, question answering, distillation, and processing pipelines.
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Book details

List price: $121.95
Copyright year: 2012
Publisher: Prentice Hall PTR
Publication date: 6/15/2010
Binding: Hardcover
Pages: 640
Size: 7.00" wide x 9.00" long x 1.56" tall
Weight: 2.442
Language: English