Turkish Natural Language Processing, Kemal Oflazer; Murat Sara?lar

Автор: Rao K. Deergha, Swamy M. N. S.
Название: Digital Signal Processing: Theory and Practice
ISBN: 9811080801 ISBN-13(EAN): 9789811080807
Издательство: Springer
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Описание:

Автор: Oflazer
Название: Turkish Natural Language Processing
ISBN: 331990163X ISBN-13(EAN): 9783319901633
Издательство: Springer
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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: Abhijit Mishra, Pushpak Bhattacharyya
Название: Cognitively Inspired Natural Language Processing
ISBN: 9811315159 ISBN-13(EAN): 9789811315152
Издательство: Springer
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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: 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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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: 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: 34937.00 р.
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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.

Автор: Christian Kop; G?nther Fliedl; Heinrich C. Mayr; E
Название: Natural Language Processing and Information Systems
ISBN: 3540346163 ISBN-13(EAN): 9783540346166
Издательство: Springer
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Цена: 9083.00 р.
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Описание: Constitutes the proceedings of the 11th International Conference on Applications of Natural Language to Information Systems, NLDB 2006, held in Klagenfurt, Austria in May/June 2006 as part of UNISCON 2006. This book presents papers that are organized in topical sections on concepts extraction and ontology, query processing, and NLP techniques.

Автор: Rao, Rajesh P. N.
Название: Brain-Computer Interfacing
ISBN: 0521769418 ISBN-13(EAN): 9780521769419
Издательство: Cambridge Academ
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Описание: This introduction to the field of brain-computer interfacing is designed as a textbook for upper-level undergraduate and first-year graduate courses in neural engineering or brain-computer interfacing for students from a wide range of disciplines. It can also be used as a reference by neuroscientists, computer scientists, engineers, and medical practitioners.

Автор: Zoubida Kedad; Nadira Lammari; Elisabeth M?tais; F
Название: Natural Language Processing and Information Systems
ISBN: 3540733507 ISBN-13(EAN): 9783540733508
Издательство: Springer
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Цена: 13275.00 р.
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Описание: Constitutes the refereed proceedings of the 12th International Conference on Applications of Natural Language to Information Systems, NLDB 2007, held in Paris, France in June 2007. This book covers natural language for database query processing, email management, semantic annotation, text clustering, and ontology engineering.

Автор: Malgorzata Marciniak; Agnieszka Mykowiecka
Название: Aspects of Natural Language Processing
ISBN: 3642047343 ISBN-13(EAN): 9783642047343
Издательство: Springer
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Описание: Leonard Bolc has played an important role in the Polish computer science community. This Festschrift, published to honor Leonard Bolc on his 75th birthday, includes papers by leading researchers, former students and colleagues to celebrate his scientific career.

Автор: Christina J Hopfe; Yacine Rezgui; Elisabeth M?tais
Название: Natural Language Processing and Information Systems
ISBN: 3642138802 ISBN-13(EAN): 9783642138805
Издательство: Springer
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Цена: 10480.00 р.
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Описание: Constitutes the proceedings of the 15th International Conference on Applications of Natural Language to Informations Systems, held in Cardiff, UK, in June 2010.

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: 19564.00 р.
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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: Muggleton Stephen, Watanabe Hiroaki
Название: Latest Advances in Inductive Logic Programming
ISBN: 1783265086 ISBN-13(EAN): 9781783265084
Издательство: World Scientific Publishing
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Цена: 12830.00 р.
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Описание: This book represents a selection of papers presented at the Inductive Logic Programming (ILP) workshop held at Cumberland Lodge, Great Windsor Park.