Probabilistic Linguistics

Probabilistic Linguistics PDF Author: Rens Bod
Publisher: MIT Press
ISBN: 9780262523387
Category : Language Arts & Disciplines
Languages : en
Pages : 468

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Book Description
For the past forty years, linguistics has been dominated by the idea that language is categorical and linguistic competence discrete. It has become increasingly clear, however, that many levels of representation, from phonemes to sentence structure, show probabilistic properties, as does the language faculty. Probabilistic linguistics conceptualizes categories as distributions and views knowledge of language not as a minimal set of categorical constraints but as a set of gradient rules that may be characterized by a statistical distribution. Whereas categorical approaches focus on the endpoints of distributions of linguistic phenomena, probabilistic approaches focus on the gradient middle ground. Probabilistic linguistics integrates all the progress made by linguistics thus far with a probabilistic perspective. This book presents a comprehensive introduction to probabilistic approaches to linguistic inquiry. It covers the application of probabilistic techniques to phonology, morphology, semantics, syntax, language acquisition, psycholinguistics, historical linguistics, and sociolinguistics. It also includes a tutorial on elementary probability theory and probabilistic grammars.

Probabilistic Linguistics

Probabilistic Linguistics PDF Author: Rens Bod
Publisher: MIT Press
ISBN: 9780262523387
Category : Language Arts & Disciplines
Languages : en
Pages : 468

Get Book Here

Book Description
For the past forty years, linguistics has been dominated by the idea that language is categorical and linguistic competence discrete. It has become increasingly clear, however, that many levels of representation, from phonemes to sentence structure, show probabilistic properties, as does the language faculty. Probabilistic linguistics conceptualizes categories as distributions and views knowledge of language not as a minimal set of categorical constraints but as a set of gradient rules that may be characterized by a statistical distribution. Whereas categorical approaches focus on the endpoints of distributions of linguistic phenomena, probabilistic approaches focus on the gradient middle ground. Probabilistic linguistics integrates all the progress made by linguistics thus far with a probabilistic perspective. This book presents a comprehensive introduction to probabilistic approaches to linguistic inquiry. It covers the application of probabilistic techniques to phonology, morphology, semantics, syntax, language acquisition, psycholinguistics, historical linguistics, and sociolinguistics. It also includes a tutorial on elementary probability theory and probabilistic grammars.

Probabilistic Linguistics

Probabilistic Linguistics PDF Author: Rens Bod
Publisher: A Bradford Book
ISBN: 0262025361
Category : Language Arts & Disciplines
Languages : en
Pages : 465

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Book Description
For the past forty years, linguistics has been dominated by the idea that language is categorical and linguistic competence discrete. It has become increasingly clear, however, that many levels of representation, from phonemes to sentence structure, show probabilistic properties, as does the language faculty. Probabilistic linguistics conceptualizes categories as distributions and views knowledge of language not as a minimal set of categorical constraints but as a set of gradient rules that may be characterized by a statistical distribution. Whereas categorical approaches focus on the endpoints of distributions of linguistic phenomena, probabilistic approaches focus on the gradient middle ground. Probabilistic linguistics integrates all the progress made by linguistics thus far with a probabilistic perspective. This book presents a comprehensive introduction to probabilistic approaches to linguistic inquiry. It covers the application of probabilistic techniques to phonology, morphology, semantics, syntax, language acquisition, psycholinguistics, historical linguistics, and sociolinguistics. It also includes a tutorial on elementary probability theory and probabilistic grammars.

The Oxford Handbook of Linguistic Analysis

The Oxford Handbook of Linguistic Analysis PDF Author: Bernd Heine
Publisher: OUP Oxford
ISBN: 0191664804
Category : Language Arts & Disciplines
Languages : en
Pages : 1305

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Book Description
This handbook compares the main analytic frameworks and methods of contemporary linguistics. It offers a unique overview of linguistic theory, revealing the common concerns of competing approaches. By showing their current and potential applications it provides the means by which linguists and others can judge what are the most useful models for the task in hand. Distinguished scholars from all over the world explain the rationale and aims of over thirty explanatory approaches to the description, analysis, and understanding of language. Each chapter considers the main goals of the model; the relation it proposes from between lexicon, syntax, semantics, pragmatics, and phonology; the way it defines the interactions between cognition and grammar; what it counts as evidence; and how it explains linguistic change and structure. The Oxford Handbook of Linguistic Analysis offers an indispensable guide for everyone researching any aspect of language including those in linguistics, comparative philology, cognitive science, developmental philology, cognitive science, developmental psychology, computational science, and artificial intelligence. This second edition has been updated to include seven new chapters looking at linguistic units in language acquisition, conversation analysis, neurolinguistics, experimental phonetics, phonological analysis, experimental semantics, and distributional typology.

Formal Grammars in Linguistics and Psycholinguistics

Formal Grammars in Linguistics and Psycholinguistics PDF Author: Willem J.M. Levelt
Publisher: John Benjamins Publishing
ISBN: 9027290067
Category : Language Arts & Disciplines
Languages : en
Pages : 594

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Book Description
Almost four decades have passed since Formal Grammars first appeared in 1974. At that time it was still possible to rather comprehensively review for (psycho)linguists the relevant literature on the theory of formal languages and automata, on their applications in linguistic theory and in the psychology of language. That is no longer feasible. In all three areas developments have been substantial, if not breathtaking. Nowadays, an interested linguist or psycholinguist opening any text on formal languages can no longer see the wood for the trees, as it is by no means evident which formal, mathematical tools are really required for natural language applications. An historical perspective can be helpful here. There are paths through the wood that have been beaten since decades; they can still provide useful orientation. The origins of these paths can be traced in the three volumes of Formal Grammars, brought together in the present re-edition. In a newly added postscript the author has sketched what has become, after all these years, of formal grammars in linguistics and psycholinguistics, or at least some of the core developments. This chapter may provide further motivation for the reader to make a trip back to some of the historical sources.

Comparative Variation Analysis

Comparative Variation Analysis PDF Author: Benedikt Szmrecsanyi
Publisher: Cambridge University Press
ISBN: 1108865399
Category : Language Arts & Disciplines
Languages : en
Pages : 237

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Book Description
Taking an interdisciplinary stance, this pioneering book shows what we can learn about the grammatical choices that people make based on both observational and experimental data. It conducts detailed state-of-the-art analyses, and discusses the findings within the context of current theoretical models of grammatical variation in World Englishes.

What Counts as Evidence in Linguistics

What Counts as Evidence in Linguistics PDF Author: Martina Penke
Publisher: John Benjamins Publishing
ISBN: 9027292531
Category : Language Arts & Disciplines
Languages : en
Pages : 310

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Book Description
What counts as evidence in linguistics? This question is addressed by the contributions to the present volume (originally published as a Special Issue of Studies in Language 28:3 (2004). Focusing on the innateness debate, what is illustrated is how formal and functional approaches to linguistics have different perspectives on linguistic evidence. While special emphasis is paid to the status of typological evidence and universals for the construction of Universal Grammar (UG), this volume also highlights more general issues such as the roles of (non)-standard language and historical evidence. To address the overall topic, the following three guiding questions are raised: What type of evidence can be used for innateness claims (or UG)?; What is the content of such innate features (or UG)?; and, How can UG be used as a theory guiding empirical research? A combination of articles and peer commentaries yields a lively discussion between leading representatives of formal and functional approaches.

English Corpus Linguistics

English Corpus Linguistics PDF Author: Karin Aijmer
Publisher: Routledge
ISBN: 1317899245
Category : Language Arts & Disciplines
Languages : en
Pages : 351

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Book Description
This collection of articles form a tribute to Jan Svartvik and his pioneering work in the field. Covers corpus studies, problematic grammar, institution-based and observation-based grammars and the design and development of spoken and written text corpora in different varieties of English.

Perspectives on Arabic Linguistics XXX

Perspectives on Arabic Linguistics XXX PDF Author: Amel Khalfaoui
Publisher: John Benjamins Publishing Company
ISBN: 9027262489
Category : Language Arts & Disciplines
Languages : en
Pages : 230

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Book Description
This volume contains selected papers from the Thirtieth Annual Symposium on Arabic Linguistics that was held at Stony Brook University in 2016, as well as two articles that are based on papers presented at the Thirty-First Annual Symposium on Arabic Linguistics, held at the University of Oklahoma in 2017. The chapters are theoretical and experimental explorations of a variety of linguistic topics and engage ideas ranging over three broad areas of research: phonetics and phonology, syntax, and experimental and computational linguistics. They deal with Classical and Modern Standard Arabic as well as a variety of dialects, including Iraqi, Egyptian, Moroccan, and Syrian Arabic.

Corpus Linguistics

Corpus Linguistics PDF Author: Tony McEnery
Publisher: Edinburgh University Press
ISBN: 1474470866
Category : Language Arts & Disciplines
Languages : en
Pages : 249

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Book Description
Corpus Linguistics has quickly established itself as the leading undergraduate course book in the subject. This second edition takes full account of the latest developments in the rapidly changing field, making this the most up-to-date and comprehensive textbook available. It gives a step-by-step introduction to what a corpus is, how corpora are constructed, and what can be done with them. Each chapter ends with a section of study questions that contain practical corpus-based exercises.* Designed for student use, with all technical terms explained in the text and referenced further in a Glossary* Examples are taken from existing corpora; detailed case study chapter included* Contains end-of-chapter summaries, study questions and suggestions for further reading* Updated reviews of new studies, areas that have recently come to prominence and new directions in corpus encoding and annotation standards* Detailed coverage of multilingual corpus construction and use* An in-depth historical review of computer-based corpora from the 1940s to the present day* Helpful appendices include answers to the study questions, up-to-date information on where corpora can be found, and the latest software for corpus research."e;[An] important addition to the fast growing literature in corpus linguistics... should be read by anyone interested in utilization of large-scale corpora in linguistic research."e; Studies in the Linguistic Sciences, on the first edition

Computational Linguistics and Intelligent Text Processing

Computational Linguistics and Intelligent Text Processing PDF Author: Alexander Gelbukh
Publisher: Springer
ISBN: 3319754777
Category : Computers
Languages : en
Pages : 693

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Book Description
The two-volume set LNCS 9623 + 9624 constitutes revised selected papers from the CICLing 2016 conference which took place in Konya, Turkey, in April 2016. The total of 89 papers presented in the two volumes was carefully reviewed and selected from 298 submissions. The book also contains 4 invited papers and a memorial paper on Adam Kilgarriff’s Legacy to Computational Linguistics. The papers are organized in the following topical sections: Part I: In memoriam of Adam Kilgarriff; general formalisms; embeddings, language modeling, and sequence labeling; lexical resources and terminology extraction; morphology and part-of-speech tagging; syntax and chunking; named entity recognition; word sense disambiguation and anaphora resolution; semantics, discourse, and dialog. Part II: machine translation and multilingualism; sentiment analysis, opinion mining, subjectivity, and social media; text classification and categorization; information extraction; and applications.