Read Multilingual Natural Language Processing Applications: From Theory to Practice (IBM Press)

Multilingual Natural Language Processing Applications: From Theory to Practice (IBM Press)

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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. Coverage includesCore NLP problems, and today's best algorithms for attacking themProcessing the diverse morphologies present in the world's languagesUncovering syntactical structure, parsing semantics, using semantic role labeling, and scoring grammaticalityRecognizing inferences, subjectivity, and opinion polarityManaging key algorithmic and design tradeoffs in real-world applications Extracting information via mention detection, coreference resolution, and eventsBuilding large-scale systems for machine translation, information retrieval, and summarizationAnswering complex questions through distillation and other advanced techniquesCreating dialog systems that leverage advances in speech recognition, synthesis, and dialog managementConstructing common infrastructure for multiple multilingual text processing applications This book will be invaluable for all engineers, software developers, researchers, and graduate students who want to process large quantities of text in multiple languages, in any environment: government, corporate, or academic.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Multilingual Natural Language Processing Applications: From Theory to Practice (IBM Press). To get started finding Multilingual Natural Language Processing Applications: From Theory to Practice (IBM Press), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Pages: 588

Format: PDF, EPUB & Kindle Edition

Publisher: —

Release: —

ISBN: 0137151446

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. Coverage includesCore NLP problems, and today's best algorithms for attacking themProcessing the diverse morphologies present in the world's languagesUncovering syntactical structure, parsing semantics, using semantic role labeling, and scoring grammaticalityRecognizing inferences, subjectivity, and opinion polarityManaging key algorithmic and design tradeoffs in real-world applications Extracting information via mention detection, coreference resolution, and eventsBuilding large-scale systems for machine translation, information retrieval, and summarizationAnswering complex questions through distillation and other advanced techniquesCreating dialog systems that leverage advances in speech recognition, synthesis, and dialog managementConstructing common infrastructure for multiple multilingual text processing applications This book will be invaluable for all engineers, software developers, researchers, and graduate students who want to process large quantities of text in multiple languages, in any environment: government, corporate, or academic.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Multilingual Natural Language Processing Applications: From Theory to Practice (IBM Press). To get started finding Multilingual Natural Language Processing Applications: From Theory to Practice (IBM Press), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Multilingual Natural Language Processing Applications: From Theory to Practice (IBM Press)

Multilingual Natural Language Processing Applications: From Theory to Practice (IBM Press)

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