Semi-Supervised Learning and Domain Adaptation in Natural Language Processing, Anders Sogaard

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: Abhijit Mishra, Pushpak Bhattacharyya
Название: Cognitively Inspired Natural Language Processing
ISBN: 9811315159 ISBN-13(EAN): 9789811315152
Издательство: Springer
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Цена: 93160.00 T
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Описание: This book shows ways of augmenting the capabilities of Natural Language Processing (NLP) systems by means of cognitive-mode language processing.

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: Juanzi Li; Heng Ji; Dongyan Zhao; Yansong Feng
Название: Natural Language Processing and Chinese Computing
ISBN: 3319252062 ISBN-13(EAN): 9783319252063
Издательство: Springer
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Цена: 67080.00 T
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Описание: This book constitutes the refereed proceedings of the 4th CCF Conference, NLPCC 2015, held in Nanchang, China, in October 2015. The 35 revised full papers presented together with 22 short papers were carefully reviewed and selected from 238 submissions. The papers are organized in topical sections on fundamentals on language computing;

Автор: Chris Biemann; Siegfried Handschuh; Andr? Freitas;
Название: Natural Language Processing and Information Systems
ISBN: 3319195808 ISBN-13(EAN): 9783319195803
Издательство: Springer
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Цена: 59630.00 T
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Описание: The papers cover the following topics: information extraction, distributional semantics, querying and question answering systems, context-aware NLP, cognitive and semantic computing, sentiment and opinion analysis, information extraction and social media, NLP and usability, text classification and extraction, and posters and demonstrations.

Автор: M?rio Rodrigues; Ant?nio Teixeira
Название: Advanced Applications of Natural Language Processing for Performing Information Extraction
ISBN: 3319155628 ISBN-13(EAN): 9783319155623
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book explains how can be created information extraction (IE) applications that are able to tap the vast amount of relevant information available in natural language sources: Internet pages, official documents such as laws and regulations, books and newspapers, and social web.

Автор: Zhang
Название: Natural Language Processing and Chinese Computing
ISBN: 3319995006 ISBN-13(EAN): 9783319995007
Издательство: Springer
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Цена: 46570.00 T
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Описание: This two volume set of LNAI 11108 and LNAI 11109 constitutes the refereed proceedings of the 7th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2018, held in Hohhot, China, in August 2018. The 55 full papers and 31 short papers presented were carefully reviewed and selected from 308 submissions.

Автор: Zhang
Название: Natural Language Processing and Chinese Computing
ISBN: 3319994948 ISBN-13(EAN): 9783319994949
Издательство: Springer
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Цена: 46570.00 T
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Описание: This two volume set of LNAI 11108 and LNAI 11109 constitutes the refereed proceedings of the 7th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2018, held in Hohhot, China, in August 2018. The 55 full papers and 31 short papers presented were carefully reviewed and selected from 308 submissions.

Автор: Silberztein
Название: Natural Language Processing and Information Systems
ISBN: 3319919466 ISBN-13(EAN): 9783319919461
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book constitutes the refereed proceedings of the 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, held in Paris, France, in June 2018. The 18 full papers, 26 short papers, and 9 poster papers presented were carefully reviewed and selected from 99 submissions.

Автор: Oflazer
Название: Turkish Natural Language Processing
ISBN: 331990163X ISBN-13(EAN): 9783319901633
Издательство: Springer
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Цена: 93160.00 T
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Описание: 1 Turkish and its Challenges for Language and Speech Processing . . . . 11.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
1.2 Turkish Morphology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31.3 Constituent Order and Morphology-Syntax Interface . . . . . . . . . . . . 71.4 Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101.5 State-of-the-art Tools and Resources for Turkish . . . . . . . . . . . . . . . 15References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 172 Morphological Processing for Turkish . . . . . . . . . . . . . . . . . . . . . . . . . . 212.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 212.2 Overview of Turkish Morphology . . . . . . . . . . . . . . . . . . . . . . . . . . . . 222.3 Morphophonology and Morphographemics . . . . . . . . . . . . . . . . . . . . 232.4 Root Lexicons and Morphotactics . . . . . . . . . . . . . . . . . . . . . . . . . . . 272.4.1 Representational Convention . . . . . . . . . . . . . . . . . . . . . . . . 282.4.2 Nominal Morphotactics . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292.4.3 Verbal Morphotactics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292.4.4 Derivations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 302.4.5 Examples of Morphological Analyses . . . . . . . . . . . . . . . . 322.5 The Architecture of the Turkish Morphological Processor . . . . . . . . 342.6 Processing Real Texts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 352.6.1 Acronyms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 352.6.2 Numbers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 362.6.3 Foreign Words . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 362.6.4 Unknown Words . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 362.7 Multiword Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 372.7.1 Lexicalized Collocations . . . . . . . . . . . . . . . . . . . . . . . . . . . 382.7.2 Semi-lexicalized Collocations . . . . . . . . . . . . . . . . . . . . . . . 382.7.3 Non-lexicalized Collocations . . . . . . . . . . . . . . . . . . . . . . . . 402.8 Conclusions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 44References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50
3 Morphological Disambiguation for Turkish . . . . . . . . . . . . . . . . . . . . . . 533.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 533.2 Challenges . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 553.3 Previous Work . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 553.3.1 Rule-based Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 563.3.2 Learning the Rules . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 573.3.3 Models Based on Inflectional Group n-grams . . . . . . . . . . 593.3.4 Discriminative Methods for Disambiguation . . . . . . . . . . . 603.4 Discussion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 633.4.1 Data

Автор: Huang
Название: Natural Language Processing and Chinese Computing
ISBN: 3319736175 ISBN-13(EAN): 9783319736174
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book constitutes the refereed proceedings of the 6th CCF International Conference on Natural Language Processing, NLPCC 2017, held in Dalian, China, in November 2017. The 47 full papers and 39 short papers presented were carefully reviewed and selected from 252 submissions.

Автор: Vladimir Fomichov A.
Название: Semantics-Oriented Natural Language Processing
ISBN: 1489982809 ISBN-13(EAN): 9781489982803
Издательство: Springer
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Цена: 83810.00 T
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Описание: Exploring key issues in developing semantics-oriented natural language processing systems, this book describes structured meanings of NL-texts by defining a new class of formal languages called standard knowledge languages (SK languages) using systems theory.