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: 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.

Foundations of Probabilistic Programming

Foundations of Probabilistic Programming PDF Author: Gilles Barthe
Publisher: Cambridge University Press
ISBN: 110848851X
Category : Computers
Languages : en
Pages : 583

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Book Description
This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, security, and approximate computing. Comprehensive survey chapters make the material accessible to graduate students and non-experts. This title is also available as Open Access on Cambridge Core.

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.

New Developments in Formal Languages and Applications

New Developments in Formal Languages and Applications PDF Author: Gemma Bel-Enguix
Publisher: Springer Science & Business Media
ISBN: 3540782907
Category : Mathematics
Languages : en
Pages : 279

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Book Description
The theory of formal languages is widely accepted as the backbone of t- oretical computer science. It mainly originated from mathematics (com- natorics, algebra, mathematical logic) and generative linguistics. Later, new specializations emerged from areas ofeither computer science(concurrent and distributed systems, computer graphics, arti?cial life), biology (plant devel- ment, molecular genetics), linguistics (parsing, text searching), or mathem- ics (cryptography). All human problem solving capabilities can be considered, in a certain sense, as a manipulation of symbols and structures composed by symbols, which is actually the stem of formal language theory. Language – in its two basic forms, natural and arti?cial – is a particular case of a symbol system. This wide range of motivations and inspirations explains the diverse - plicability of formal language theory ? and all these together explain the very large number of monographs and collective volumes dealing with formal language theory. In 2004 Springer-Verlag published the volume Formal Languages and - plications, edited by C. Martín-Vide, V. Mitrana and G. P?un in the series Studies in Fuzziness and Soft Computing 148, which was aimed at serving as an overall course-aid and self-study material especially for PhD students in formal language theory and applications. Actually, the volume emerged in such a context: it contains the core information from many of the lectures - livered to the students of the International PhD School in Formal Languages and Applications organized since 2002 by the Research Group on Mathem- ical Linguistics from Rovira i Virgili University, Tarragona, Spain.

An Introduction to the Theory of Formal Languages and Automata

An Introduction to the Theory of Formal Languages and Automata PDF Author: W. J. Levelt
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 311088531X
Category : Language Arts & Disciplines
Languages : en
Pages : 156

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Book Description
No detailed description available for "An Introduction to the Theory of Formal Languages and Automata".

Corpus Linguistics

Corpus Linguistics PDF Author: McEnery Tony McEnery
Publisher: Edinburgh University Press
ISBN: 1474470866
Category : LANGUAGE ARTS & DISCIPLINES
Languages : en
Pages : 256

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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