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The Handbook of Computational Linguistics and Natural Language Processing.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Clark, Alexander
Otros Autores: Fox, Chris, Lappin, Shalom
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Somerset : Wiley, 2013.
Colección:Blackwell handbooks in linguistics.
Temas:
Acceso en línea:Texto completo

MARC

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050 4 |a P98.H346 2010 
082 0 4 |a 410.285 
049 |a UAMI 
100 1 |a Clark, Alexander. 
245 1 4 |a The Handbook of Computational Linguistics and Natural Language Processing. 
260 |a Somerset :  |b Wiley,  |c 2013. 
300 |a 1 online resource (851 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Blackwell Handbooks in Linguistics ;  |v v. 52 
588 0 |a Print version record. 
504 |a Includes bibliographical references and indexes. 
505 0 |a Praise for The Handbook of Computational Linguistics and Natural Language Processing; Series page; Dedication; Title page; Copyright page; List of Figures; List of Tables; Notes on Contributors; Preface; Introduction; Part I: Formal Foundations; 1 Formal Language Theory; 1 Introduction; 2 Basic Notions; 3 Language Classes and Linguistic Formalisms; 4 Regular Languages; 5 Context-Free Languages; 6 The Chomsky Hierarchy; 7 Mildly Context-Sensitive Languages; 8 Further Reading; 2 Computational Complexity in Natural Language; 1 A Brief Review of Complexity Theory; 2 Parsing and Recognition. 
505 8 |a 3 Complexity and Semantics4 Determining Logical Relationships between Sentences; 3 Statistical Language Modeling; 1 Introduction to Statistical Language Modeling; 2 Structured LanguageModel; 3 Speech Recognition Lattice Rescoring Using the Structured Language Model; 4 Richer Syntactic Dependencies; 5 Comparison with Other Approaches; 6 Conclusion; 4 Theory of Parsing; 1 Introduction; 2 Context-Free Grammars and Recognition; 3 Context-Free Parsing; 4 Probabilistic Parsing; 5 Lexicalized Context-Free Grammars; 6 Dependency Grammars; 7 Tree Adjoining Grammars; 8 Translation; 9 Further Reading. 
505 8 |a Part II: Current Methods5 Maximum Entropy Models; 1 Introduction; 2 Maximum Entropy and Exponential Distributions; 3 Parameter Estimation; 4 Regularization; 5 Model Applications; 6 Prospects; 6 Memory-Based Learning; 1 Introduction; 2 Memory-Based Language Processing; 3 NLP Applications; 4 Exemplar-Based Computational Psycholinguistics; 5 Generalization and Abstraction; 6 Generalizing Examples; 7 Further Reading; 7 Decision Trees; 1 NLP and Classification; 2 Induction of Decision Trees; 3 NLP Applications; 4 Advantages and Disadvantages of Decision Trees; 5 Further Reading. 
505 8 |a 8 Unsupervised Learning and Grammar Induction1 Overview; 2 Computational Learning Theory; 3 Empirical Learning; 4 Unsupervised Grammar Induction and Human Language Acquisition; 5 Conclusion; 9 Artificial Neural Networks; 1 Introduction; 2 Background; 3 Contemporary Research; 4 Further Reading; 10 Linguistic Annotation; 1 Introduction; 2 Review of Selected Annotation Schemes; 3 The Annotation Process; 4 Conclusion; 11 Evaluation of NLP Systems; 1 Introduction; 2 Fundamental Concepts; 3 Evaluation Paradigms in Common Evaluation Settings; 4 Case Study: Evaluation ofWord-Sense Disambiguation. 
505 8 |a 5 Case Study: Evaluation of Question Answering Systems6 Summary; Part III: Domains of Application; 12 Speech Recognition; 1 Introduction; 2 Acoustic Modeling; 3 Search; 4 Case Study: The AMI System; 5 Current Topics; 6 Conclusions; 13 Statistical Parsing; 1 Introduction; 2 History; 3 Generative Parsing Models; 4 Discriminative Parsing Models; 5 Transition-Based Approaches; 6 Statistical Parsing with CCG; 7 OtherWork; 8 Conclusion; 14 Segmentation and Morphology; 1 Introduction; 2 Unsupervised Learning ofWords; 3 Unsupervised Learning of Morphology; 4 Implementing ComputationalMorphologies. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Computational linguistics. 
650 0 |a Natural language processing (Computer science) 
650 2 |a Natural Language Processing 
650 6 |a Linguistique informatique. 
650 6 |a Traitement automatique des langues naturelles. 
650 7 |a computational linguistics.  |2 aat 
650 7 |a Computational linguistics  |2 fast 
650 7 |a Natural language processing (Computer science)  |2 fast 
700 1 |a Fox, Chris. 
700 1 |a Lappin, Shalom. 
758 |i has work:  |a The handbook of computational linguistics and natural language processing (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGCyDdtKRF4r9RPGfGXcRq  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Clark, Alexander.  |t Handbook of Computational Linguistics and Natural Language Processing.  |d Somerset : Wiley, ©2013  |z 9781405155816 
830 0 |a Blackwell handbooks in linguistics. 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=4035461  |z Texto completo 
938 |a EBL - Ebook Library  |b EBLB  |n EBL4035461 
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