Natural Language Processing Of Semitic Languages
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Natural Language Processing Of Semitic Languages
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Author : Imed Zitouni
language : en
Publisher: Springer Science & Business
Release Date : 2014-04-22
Natural Language Processing Of Semitic Languages written by Imed Zitouni and has been published by Springer Science & Business this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-22 with Computers categories.
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. Much of this work focuses on English; in this book we address another group of interesting and challenging languages for NLP research: the Semitic languages. The Semitic group of languages includes Arabic (206 million native speakers), Amharic (27 million), Hebrew (7 million), Tigrinya (6.7 million), Syriac (1 million) and Maltese (419 thousand). Semitic languages exhibit unique morphological processes, challenging syntactic constructions and various other phenomena that are less prevalent in other natural languages. These challenges call for unique solutions, many of which are described in this book. The 13 chapters presented in this book bring together leading scientists from several universities and research institutes worldwide. While this book devotes some attention to cutting-edge algorithms and techniques, its primary purpose is a thorough explication of best practices in the field. Furthermore, every chapter describes how the techniques discussed apply to Semitic languages. The book covers both statistical approaches to NLP, which are dominant across various applications nowadays and the more traditional, rule-based approaches, that were proven useful for several other application domains. We hope that this book will provide a "one-stop-shop'' for all the requisite background and practical advice when building NLP applications for Semitic languages.
Language Processing And Acquisition In Languages Of Semitic Root Based Morphology
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Author : Joseph Shimron
language : en
Publisher: John Benjamins Publishing
Release Date : 2003-04-28
Language Processing And Acquisition In Languages Of Semitic Root Based Morphology written by Joseph Shimron and has been published by John Benjamins Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-04-28 with Language Arts & Disciplines categories.
This book puts together contributions of linguists and psycholinguists whose main interest here is the representation of Semitic words in the mental lexicon of Semitic language speakers. The central topic of the book confronts two views about the morphology of Semitic words. The point of the argument is: Should we see Semitic words’ morphology as “root-based” or “word-based?” The proponents of the root-based approach, present empirical evidence demonstrating that Semitic language speakers are sensitive to the root and the template as the two basic elements (bound morphemes) of Semitic words. Those supporting the word-based approach, present arguments to the effect that Semitic word formation is not based on the merging of roots and templates, but that Semitic words are comprised of word stems and affixes like we find in Indo-European languages. The variety of evidence and arguments for each claim should force the interested readers to reconsider their views on Semitic morphology.
Computational Nonlinear Morphology
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Author : George Anton Kiraz
language : en
Publisher:
Release Date : 2001
Computational Nonlinear Morphology written by George Anton Kiraz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.
Computational Nonlinear Morphology
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Author : George Anton Kiraz
language : en
Publisher: Cambridge University Press
Release Date : 2001-12-17
Computational Nonlinear Morphology written by George Anton Kiraz and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-12-17 with Computers categories.
By the late 1970s phonologists, and later morphologists, had departed from a linear approach for describing morphophonological operations to a nonlinear one. Computational models, however, remain faithful to the linear model, making it very difficult, if not impossible, to implement the morphology of languages whose morphology is nonconcatanative. Computational Nonlinear Morphology aims at presenting a computational system that counters the development in linguistics. It provides a detailed computational analysis of the complex morphophonological phenomena found in Semitic languages based on linguistically motivated models.
Introduction To Arabic Natural Language Processing
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Author : Nizar Y. Habash
language : en
Publisher: Springer Nature
Release Date : 2022-06-01
Introduction To Arabic Natural Language Processing written by Nizar Y. Habash and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Computers categories.
This book provides system developers and researchers in natural language processing and computational linguistics with the necessary background information for working with the Arabic language. The goal is to introduce Arabic linguistic phenomena and review the state-of-the-art in Arabic processing. The book discusses Arabic script, phonology, orthography, morphology, syntax and semantics, with a final chapter on machine translation issues. The chapter sizes correspond more or less to what is linguistically distinctive about Arabic, with morphology getting the lion's share, followed by Arabic script. No previous knowledge of Arabic is needed. This book is designed for computer scientists and linguists alike. The focus of the book is on Modern Standard Arabic; however, notes on practical issues related to Arabic dialects and languages written in the Arabic script are presented in different chapters. Table of Contents: What is "Arabic"? / Arabic Script / Arabic Phonology and Orthography / Arabic Morphology / Computational Morphology Tasks / Arabic Syntax / A Note on Arabic Semantics / A Note on Arabic and Machine Translation
Language Engineering For Lesser Studied Languages
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Author : Sergei Nirenburg
language : en
Publisher: IOS Press
Release Date : 2009
Language Engineering For Lesser Studied Languages written by Sergei Nirenburg and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Computers categories.
"Technologies enabling computers to process specific languages facilitate economic and political progress of societies where these languages are spoken. Development of methods and systems for language processing is therefore a worthy goal for national governments as well as for business entities and scientific and educational institutions in every country in the world. As work on systems and resources for the 'lower-density' languages becomes more widespread, an important question is how to leverage the results and experience accumulated by the field of computational linguistics for the major languages in the development of resources and systems for lower-density languages. This issue has been at the core of the NATO Advanced Studies Institute on language technologies for middle- and low-density languages held in Georgia in October 2007. This publication is a collection - of publication-oriented versions - of the lectures presented there and is a useful source of knowledge about many core facets of modern computational-linguistic work. By the same token, it can serve as a reference source for people interested in learning about strategies that are best suited for developing computational-linguistic capabilities for lesser-studied languages - either 'from scratch' or using components developed for other languages. The book should also be quite useful in teaching practical system- and resource-building topics in computational linguistics."--Site Web de l'éditeur.
Language Culture Computation Computational Linguistics And Linguistics
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Author : Nachum Dershowitz
language : en
Publisher: Springer
Release Date : 2014-12-05
Language Culture Computation Computational Linguistics And Linguistics written by Nachum Dershowitz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-05 with Computers categories.
This Festschrift volume is published in Honor of Yaacov Choueka on the occasion of this 75th birthday. The present three-volumes liber amicorum, several years in gestation, honours this outstanding Israeli computer scientist and is dedicated to him and to his scientific endeavours. Yaacov's research has had a major impact not only within the walls of academia, but also in the daily life of lay users of such technology that originated from his research. An especially amazing aspect of the temporal span of his scholarly work is that half a century after his influential research from the early 1960s, a project in which he is currently involved is proving to be a sensation, as will become apparent from what follows. Yaacov Choueka began his research career in the theory of computer science, dealing with basic questions regarding the relation between mathematical logic and automata theory. From formal languages, Yaacov moved to natural languages. He was a founder of natural-language processing in Israel, developing numerous tools for Hebrew. He is best known for his primary role, together with Aviezri Fraenkel, in the development of the Responsa Project, one of the earliest fulltext retrieval systems in the world. More recently, he has headed the Friedberg Genizah Project, which is bringing the treasures of the Cairo Genizah into the Digital Age. This third part of the three-volume set covers a range of topics related to language, ranging from linguistics to applications of computation to language, using linguistic tools. The papers are grouped in topical sections on: natural language processing; representing the lexicon; and neologisation.
The Semitic Languages
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Author : John Huehnergard
language : en
Publisher: Routledge
Release Date : 2019-02-18
The Semitic Languages written by John Huehnergard and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-18 with Language Arts & Disciplines categories.
The Semitic Languages presents a comprehensive survey of the individual languages and language clusters within this language family, from their origins in antiquity to their present-day forms. This second edition has been fully revised, with new chapters and a wealth of additional material. New features include the following: • new introductory chapters on Proto-Semitic grammar and Semitic linguistic typology • an additional chapter on the place of Semitic as a subgroup of Afro-Asiatic, and several chapters on modern forms of Arabic, Aramaic and Ethiopian Semitic • text samples of each individual language, transcribed into the International Phonetic Alphabet, with standard linguistic word-by-word glossing as well as translation • new maps and tables present information visually for easy reference. This unique resource is the ideal reference for advanced undergraduate and postgraduate students of linguistics and language. It will be of interest to researchers and anyone with an interest in historical linguistics, linguistic typology, linguistic anthropology and language development.
Semitic Languages In Contact
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Author : Aaron Butts
language : en
Publisher: BRILL
Release Date : 2015-09-29
Semitic Languages In Contact written by Aaron Butts and has been published by BRILL this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-29 with Language Arts & Disciplines categories.
This volume contains twenty case studies analysing various aspects of language contact involving ancient and modern Semitic languages.
Multilingual Natural Language Processing Applications
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Author : Daniel Bikel
language : en
Publisher: IBM Press
Release Date : 2012-05-11
Multilingual Natural Language Processing Applications written by Daniel Bikel and has been published by IBM Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-11 with Business & Economics categories.
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 includes Core NLP problems, and today’s best algorithms for attacking them Processing the diverse morphologies present in the world’s languages Uncovering syntactical structure, parsing semantics, using semantic role labeling, and scoring grammaticality Recognizing inferences, subjectivity, and opinion polarity Managing key algorithmic and design tradeoffs in real-world applications Extracting information via mention detection, coreference resolution, and events Building large-scale systems for machine translation, information retrieval, and summarization Answering complex questions through distillation and other advanced techniques Creating dialog systems that leverage advances in speech recognition, synthesis, and dialog management Constructing 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.