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Multilingual Natural Language Processing Applications: From Theory To Practice

Multilingual Natural Language Processing Applications: From Theory To Practice
Books from same Author: Daniel Bikel
Books from same Publisher: Pearson

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Description

Multilingual Natural Language Processing Applications is the first comprehensive single-source guide to building robust and accurate multilingual NLP systems. Edited by two leading experts, it integrates cutting-edge advances with practical solutions drawn from extensive field experience. Part I introduces the core concepts and theoretical foundations of modern multilingual natural language processing, presenting today’s best practices for understanding word and document structure, analyzing syntax, modeling language, recognizing entailment, and detecting redundancy. Part II thoroughly addresses the practical considerations associated with building real-world applications, including information extraction, machine translation, information retrieval/search, summarization, question answering, distillation, processing pipelines, and more. This book contains important new contributions from leading researchers at IBM, Google, Microsoft, Thomson Reuters, BBN, CMU, University of Edinburgh, University of Washington, University of North Texas, and others.

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General Information
Author(s)Daniel Bikel
PublisherPearson
ISBN9780137151448
Pages640
BindingHardcover
LanguageEnglish
Publish YearMay 2012
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