Machine Learning of Natural Language, David M.W. Powers; Christopher C.R. Turk

Автор: Stefan Wermter; Ellen Riloff; Gabriele Scheler
Название: Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing
ISBN: 3540609253 ISBN-13(EAN): 9783540609254
Издательство: Springer
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Цена: 88500.00 T
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Описание: Based on conference proceedings, this book presents revised papers. Also included, and written with the novice reader in mind, is an introductory survey by the volume editors. The volume presents the state of the art in current approaches to NLP.

Автор: Li Deng; Yang Liu
Название: Deep Learning in Natural Language Processing
ISBN: 9811052085 ISBN-13(EAN): 9789811052088
Издательство: Springer
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Цена: 102480.00 T
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Описание: A glossary of technical terms and commonly used acronyms in the intersection of deep learning and NLP is also provided. The book appeals to advanced undergraduate and graduate students, post-doctoral researchers, lecturers and industrial researchers, as well as anyone interested in deep learning and natural language processing.

Автор: Joseph Olive, Caitlin Christianson, John McCary
Название: Handbook of Natural Language Processing and Machine Translation
ISBN: 1441977120 ISBN-13(EAN): 9781441977120
Издательство: Springer
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Цена: 232910.00 T
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Описание: This comprehensive handbook, written by leading experts in the field, details the groundbreaking research conducted under the breakthrough GALE program--The Global Autonomous Language Exploitation within the Defense Advanced Research Projects Agency (DARPA), while placing it in the context of previous research in the fields of natural language and signal processing, artificial intelligence and machine translation.The most fundamental contrast between GALE and its predecessor programs was its holistic integration of previously separate or sequential processes. In earlier language research programs, each of the individual processes was performed separately and sequentially: speech recognition, language recognition, transcription, translation, and content summarization. The GALE program employed a distinctly new approach by executing these processes simultaneously. Speech and language recognition algorithms now aid translation and transcription processes and vice versa. This combination of previously distinct processes has produced significant research and performance breakthroughs and has fundamentally changed the natural language processing and machine translation fields.This comprehensive handbook provides an exhaustive exploration into these latest technologies in natural language, speech and signal processing, and machine translation, providing researchers, practitioners and students with an authoritative reference on the topic.

Название: The Handbook of Computational Linguistics and Natural Language Processing, Clark, 2012
ISBN: 1118347188 ISBN-13(EAN): 9781118347188
Издательство: Wiley
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Цена: 40070.00 T
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Описание: The Handbook provides a comprehensive overview of the concepts, methodologies, and applications being undertaken today in computational linguistics and natural language processing.

Автор: Manning, Christopher D. Schutze, Hinrich
Название: Foundations of statistical natural language processing
ISBN: 0262133601 ISBN-13(EAN): 9780262133609
Издательство: MIT Press
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Цена: 129790.00 T
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Описание:

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.

Автор: Frits L. Engel; Don G. Bouwhuis; Tom B?sser; Gery
Название: Cognitive Modelling and Interactive Environments in Language Learning
ISBN: 3642775772 ISBN-13(EAN): 9783642775772
Издательство: Springer
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Цена: 97820.00 T
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Описание: Within the framework of the NATO Advanced Research Workshops this invitational conference was naturally on learning, but it emphasized a number of factors that are not generally treated in dis- cussions on learning and specifically in computer-assisted learning.

Автор: Dimitris N. Christodoulakis
Название: Natural Language Processing - NLP 2000
ISBN: 3540676058 ISBN-13(EAN): 9783540676058
Издательство: Springer
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Цена: 81050.00 T
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Описание: This volume constitutes the refereed proceedings of the Second International Conference on Natural Language Processing, NLP 2000. Topics covered include: tokenization and morphological analysis; lexical knowledge representation; parsing and discourse analysis; and anaphora resolution.

Автор: S. Armstrong; Kenneth W. Church; Pierre Isabelle;
Название: Natural Language Processing Using Very Large Corpora
ISBN: 0792360559 ISBN-13(EAN): 9780792360551
Издательство: Springer
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Цена: 181670.00 T
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Описание: Intended for researchers who want to keep abreast of developments in corpus-based natural language processing. This work captures the essence of a series of successful workshops. It contains papers that cover a range of research topics in this field including part-of-speech tagging, word sense disambiguation, parsing on real-life texts, and more.

Автор: Imed Zitouni
Название: Natural Language Processing of Semitic Languages
ISBN: 3662524937 ISBN-13(EAN): 9783662524930
Издательство: Springer
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Цена: 88500.00 T
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Описание: Research in Natural Language Processing (NLP) has rapidly advanced in recent years, resulting in exciting algorithms for sophisticated processing of text and speech in various languages.

Автор: Henk Zeevat; Hans-Christian Schmitz
Название: Bayesian Natural Language Semantics and Pragmatics
ISBN: 3319170635 ISBN-13(EAN): 9783319170633
Издательство: Springer
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Цена: 102480.00 T
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Описание: The contributions in this volume focus on the Bayesian interpretation of natural languages, which is widely used in areas of artificial intelligence, cognitive science, and computational linguistics.

Автор: Slav Petrov; Eugene Charniak
Название: Coarse-to-Fine Natural Language Processing
ISBN: 3642427499 ISBN-13(EAN): 9783642427497
Издательство: Springer
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Цена: 130430.00 T
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Описание: This book presents a coarse-to-fine framework for learning and inference in large statistical models for natural language processing. The text shows applications of this fast, accurate approach to syntactic parsing, speech recognition and machine translation.

Автор: Guodong Zhou; Juanzi Li; Dongyan Zhao; Yansong Fen
Название: Natural Language Processing and Chinese Computing
ISBN: 3642416438 ISBN-13(EAN): 9783642416439
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book constitutes the refereed proceedings of the Second CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2013, held in Chongqing, China, during November 2013. The 31 revised full papers presented together with three keynote talks and 13 short papers were carefully reviewed and selected from 203 submissions.