Computational Construction Grammar

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Publisher : Cambridge University Press
ISBN 13 : 1009233777
Total Pages : 191 pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Computational Construction Grammar by : Jonathan Dunn

Download or read book Computational Construction Grammar written by Jonathan Dunn and published by Cambridge University Press. This book was released on 2024-06-06 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Element introduces a usage-based computational approach to Construction Grammar that draws on techniques from natural language processing and unsupervised machine learning. This work explores how to represent constructions, how to learn constructions from a corpus, and how to arrange the constructions in a grammar as a network. From a theoretical perspective, this Element examines how construction grammars emerge from usage alone as complex systems, with slot-constraints learned at the same time that constructions are learned. From a practical perspective, this work is accompanied by a Python package which enables linguists to incorporate construction grammars into their own corpus-based work. The computational experiments in this Element are important for testing the learnability, variability, and confirmability of Construction Grammar as a theory of language. All code examples will leverage the cloud computing platform Code Ocean to guide readers through implementation of these algorithms.

Computational Issues in Fluid Construction Grammar

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Publisher : Springer
ISBN 13 : 3642341209
Total Pages : 331 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computational Issues in Fluid Construction Grammar by : Luc STEELS

Download or read book Computational Issues in Fluid Construction Grammar written by Luc STEELS and published by Springer. This book was released on 2012-10-30 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This state-of-the-art-survey documents the Fluid Construction Grammar (FCG), a new formalism for the representation of lexicons and grammars, which has been used in a wide range of case studies for different languages, both for studying specific grammatical phenomena and design patterns, as for investigating language learning and language evolution. The book focuses on the many complex computational issues that arise when writing challenging real world grammars and hence emphasises depth of analysis rather than broad scope. The volume contains 13 contributions organized in 5 parts from "Basic", and "Implementation", over "Case Studies", and "Formal Analysis", up to 3 papers presenting a "Conclusion".

Design Patterns in Fluid Construction Grammar

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Publisher : John Benjamins Publishing
ISBN 13 : 9027204330
Total Pages : 345 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Design Patterns in Fluid Construction Grammar by : Luc Steels

Download or read book Design Patterns in Fluid Construction Grammar written by Luc Steels and published by John Benjamins Publishing. This book was released on 2011 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Construction Grammar is enthusiastically embraced by a growing group of linguists who find it a natural way to formulate their analyses. But so far there is no widespread formalization of construction grammar with a solid computational implementation. Fluid Construction Grammar attempts to fill this gap. It is a fully operational computational framework capturing many key concepts in construction grammar. The present book is the first extensive publication describing this framework. In addition to general introductions, it gives a number of concrete examples through a series of linguistically challenging case studies, including phrase structure, case grammar, and modality. The book is suited both for linguists who want to know what Fluid Construction Grammar looks like and for computational linguists who may want to use this computational framework for their own experiments or applications.

Computational Construction Grammar and Constructional Change

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Publisher :
ISBN 13 : 9789027226907
Total Pages : 286 pages
Book Rating : 4.2/5 (269 download)

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Book Synopsis Computational Construction Grammar and Constructional Change by : Katrien Beuls

Download or read book Computational Construction Grammar and Constructional Change written by Katrien Beuls and published by . This book was released on 2016 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: After several decades in scientific purgatory, language evolution has reclaimed its place as one of the most important branches in linguistics. This renewed interest is accompanied by powerful new methods for making empirical observations. At the same time, construction grammar is increasingly embraced in all areas of linguistics as a fruitful way of making sense of all these new data, and it has enthused formal and computational linguists, who have developed sophisticated tools for exploring issues in language processing and learning. Separately, linguists and computational linguists are able to explain which changes take place in language and how these changes are possible. When working together, however, they can also address the question of why language evolves over time and how it emerged in the first place. This special issue therefore brings together key contributions from both fields to put evidence and methods from both perspectives on the table.

Corpus-based Approaches to Construction Grammar

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Publisher : John Benjamins Publishing Company
ISBN 13 : 9027266603
Total Pages : 268 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Corpus-based Approaches to Construction Grammar by : Jiyoung Yoon

Download or read book Corpus-based Approaches to Construction Grammar written by Jiyoung Yoon and published by John Benjamins Publishing Company. This book was released on 2016-09-08 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together empirical Construction Grammar studies to (i) promote cross-fertilization between researchers interested in constructional approaches on various languages, and (ii) further the growing trend towards empirically rigorous research that takes seriously a commitment not only to usage-based theories, but also to usage-based methodologies. Accordingly, the chapters in this volume comprise a range of studies not based on synchronic contemporary English but include Dutch, old English, Italian, and Spanish. This volume also features studies from a wider range of statistical sophistication: some chapters use more traditional frequency- and attestation-based approaches, some chapters use inferential statistical techniques to explore lexically specific preferences and patterns in constructional slots, and some chapters use multifactorial hypothesis-testing techniques or multivariate exploratory tools to discover patterns in corpus data that a mere eye-balling or simple statistical tools would not uncover.

Foundations of Computational Linguistics

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Publisher : Springer Science & Business Media
ISBN 13 : 3662039206
Total Pages : 541 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Foundations of Computational Linguistics by : Roland Hausser

Download or read book Foundations of Computational Linguistics written by Roland Hausser and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: The central task of future-oriented computational linguistics is the development of cognitive machines which humans can freely speak to in their natural language. This will involve the development of a functional theory of language, an objective method of verification, and a wide range of practical applications. Natural communication requires not only verbal processing, but also non-verbal perception and action. Therefore, the content of this book is organized as a theory of language for the construction of talking robots with a focus on the mechanics of natural language communication in both the listener and the speaker.

The Oxford Handbook of Construction Grammar

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Publisher : Oxford University Press, USA
ISBN 13 : 0195396685
Total Pages : 609 pages
Book Rating : 4.1/5 (953 download)

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Book Synopsis The Oxford Handbook of Construction Grammar by : Thomas Hoffmann

Download or read book The Oxford Handbook of Construction Grammar written by Thomas Hoffmann and published by Oxford University Press, USA. This book was released on 2013-04-18 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook is the first authoritative reference work solely dedicated to the theory, method, and applications of Construction Grammar, and will be a resource that students and scholars alike can turn to for a representative overview of its many sub-theories and applications.

Head-Driven Phrase Structure Grammar

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Publisher : Language Science Press
ISBN 13 : 3961102554
Total Pages : 1632 pages
Book Rating : 4.9/5 (611 download)

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Book Synopsis Head-Driven Phrase Structure Grammar by : Stefan Müller

Download or read book Head-Driven Phrase Structure Grammar written by Stefan Müller and published by Language Science Press. This book was released on with total page 1632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Head-Driven Phrase Structure Grammar (HPSG) is a constraint-based or declarative approach to linguistic knowledge, which analyses all descriptive levels (phonology, morphology, syntax, semantics, pragmatics) with feature value pairs, structure sharing, and relational constraints. In syntax it assumes that expressions have a single relatively simple constituent structure. This volume provides a state-of-the-art introduction to the framework. Various chapters discuss basic assumptions and formal foundations, describe the evolution of the framework, and go into the details of the main syntactic phenomena. Further chapters are devoted to non-syntactic levels of description. The book also considers related fields and research areas (gesture, sign languages, computational linguistics) and includes chapters comparing HPSG with other frameworks (Lexical Functional Grammar, Categorial Grammar, Construction Grammar, Dependency Grammar, and Minimalism).

Computational Construction Grammar Based on Formal Ontologies

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (142 download)

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Book Synopsis Computational Construction Grammar Based on Formal Ontologies by : Vanessa Micelli-Schmidt

Download or read book Computational Construction Grammar Based on Formal Ontologies written by Vanessa Micelli-Schmidt and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work describes a formalization of construction grammar - a grammar formalism that considers the linguistic discipline of semantics not as a separate part of a language's grammar but as a major part of it, equally important as other linguistic disciplines as for instance morphology or tense - by means of formal ontologies. The result of this undertaking is a powerful ontological model which is enriched with a cognitively motivated grammar layer to be used in natural language applications. The method is well documented in order to make the ideas and analyses reusable for instance for extending the framework with additional (domain) knowledge or even for writing new grammars.

Extending the Scope of Construction Grammar

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110393263
Total Pages : 344 pages
Book Rating : 4.1/5 (13 download)

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Book Synopsis Extending the Scope of Construction Grammar by : Ronny Boogaart

Download or read book Extending the Scope of Construction Grammar written by Ronny Boogaart and published by Walter de Gruyter GmbH & Co KG. This book was released on 2014-09-12 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of constructionist linguistics is rapidly expanding, as research on a broad variety of language phenomena is increasingly informed by constructionist ideas about grammar. This volume is comprised of 11 original research articles representing several emerging new research directions in construction grammar, which, together, offer a rich picture of the various directions in which the field seems to be moving.

A lexicalist account of argument structure

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Publisher : Language Science Press
ISBN 13 : 3961101213
Total Pages : 106 pages
Book Rating : 4.9/5 (611 download)

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Book Synopsis A lexicalist account of argument structure by : Stefan Müller

Download or read book A lexicalist account of argument structure written by Stefan Müller and published by Language Science Press. This book was released on 2018 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are two prominent schools in linguistics: Minimalism (Chomsky) and Construction Grammar (Goldberg, Tomasello). Minimalism comes with the claim that our linguistic capabilities consist of an abstract, binary combinatorial operation (Merge) and a lexicon. Most versions of Construction Grammar assume that language consists of flat phrasal schemata that contribute their own meaning and may license additional arguments. This book examines a variant of Lexical Functional Grammar, which is lexical in principle but was augmented by tools that allow for the description of phrasal constructions in the Construction Grammar sense. These new tools include templates that can be used to model inheritance hierarchies and a resource driven semantics. The resource driven semantics makes it possible to reach the effects that lexical rules had, for example remapping of arguments, by semantic means. The semantic constraints can be evaluated in the syntactic component, which is basically similar to the delayed execution of lexical rules. So this is a new formalization that might be suitable to provide solutions to longstanding problems that are not available for other formalizations. While the authors suggest a lexical treatment of many phenomena and only assume phrasal constructions for selected phenomena like benefactive and resultative constructions in English, it can be shown that even these two constructions should not be treated phrasally in English and that the analysis would not extend to other languages as for instance German. I show that the new formal tools do not really improve the situation and many of the basic conceptual problems remain. Since this specific proposal fails for two constructions, it follows that proposals (in the same framework) that assume phrasal analyses for all constructions are not appropriate either. The conclusion is that lexical models are needed and this entails that the schemata that combine syntactic objects are rather abstract (as in Categorial Grammar, Minimalism, HPSG and standard LFG). On the other hand there are constructions that should be treated by very specific, phrasal schemata as in Construction Grammar and LFG and HPSG. So the conclusion is that both schools are right (and wrong) and that a combination of ideas from both camps is needed.

Constructing Grammar

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Publisher :
ISBN 13 :
Total Pages : 490 pages
Book Rating : 4.:/5 (34 download)

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Book Synopsis Constructing Grammar by : Nancy Chih-Lin Chang

Download or read book Constructing Grammar written by Nancy Chih-Lin Chang and published by . This book was released on 2008 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Construction Grammar

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Publisher : Cambridge University Press
ISBN 13 : 1009293400
Total Pages : 337 pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Construction Grammar by : Thomas Hoffmann

Download or read book Construction Grammar written by Thomas Hoffmann and published by Cambridge University Press. This book was released on 2022-07-28 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: What do speakers of a language have to know, and what can they 'figure out' on the basis of that knowledge, in order for them to use their language successfully? This is the question at the heart of Construction Grammar, an approach to the study of language that views all dimensions of language as equal contributors to shaping linguistic expressions. The trademark characteristic of Construction Grammar is the insight that language is a repertoire of more or less complex patterns – constructions – that integrate form and meaning. This textbook shows how a Construction Grammar approach can be used to analyse the English language, offering explanations for language acquisition, variation and change. It covers all levels of syntactic description, from word-formation and inflectional morphology to phrasal and clausal phenomena and information-structure constructions. Each chapter includes exercises and further readings, making it an accessible introduction for undergraduate students of linguistics and English language.

Syntactic n-grams in Computational Linguistics

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Publisher : Springer
ISBN 13 : 3030147711
Total Pages : 92 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Syntactic n-grams in Computational Linguistics by : Grigori Sidorov

Download or read book Syntactic n-grams in Computational Linguistics written by Grigori Sidorov and published by Springer. This book was released on 2019-04-02 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about a new approach in the field of computational linguistics related to the idea of constructing n-grams in non-linear manner, while the traditional approach consists in using the data from the surface structure of texts, i.e., the linear structure. In this book, we propose and systematize the concept of syntactic n-grams, which allows using syntactic information within the automatic text processing methods related to classification or clustering. It is a very interesting example of application of linguistic information in the automatic (computational) methods. Roughly speaking, the suggestion is to follow syntactic trees and construct n-grams based on paths in these trees. There are several types of non-linear n-grams; future work should determine, which types of n-grams are more useful in which natural language processing (NLP) tasks. This book is intended for specialists in the field of computational linguistics. However, we made an effort to explain in a clear manner how to use n-grams; we provide a large number of examples, and therefore we believe that the book is also useful for graduate students who already have some previous background in the field.

The Oxford Handbook of Construction Grammar

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Publisher : Oxford University Press
ISBN 13 : 0199376638
Total Pages : pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis The Oxford Handbook of Construction Grammar by : Thomas Hoffmann

Download or read book The Oxford Handbook of Construction Grammar written by Thomas Hoffmann and published by Oxford University Press. This book was released on 2013-02-22 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The last decade has seen a rise in popularity in construction-based approaches to grammar. The various approaches within the rubric 'construction grammar' all see language as a network of constructions-pairings of form and meaning. Construction Grammar, as a kind of cognitive linguistics, differs significantly from mainstream generative grammar as espoused by Chomsky and his followers. Advocates of Construction Grammar see it as a psychologically plausible theory of human language. As such, it is capable of providing a principled account of language acquisition, language variation and language change. Research in Construction Grammar also includes multidisciplinary cognitive studies in psycholinguistics, neurolinguistics, and computational linguistics. The Oxford Handbook of Construction Grammar is the first authoritative reference work solely dedicated to Construction Grammar. Divided into five sections, the book will be an invaluable resource that students and scholars alike can turn to for a comprehensive account of current work on Construction Grammar, its theoretical foundations, and its applications to and relationship with other kinds of linguistic enquiry.

Construction Grammars

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Publisher : John Benjamins Publishing
ISBN 13 : 9789027218230
Total Pages : 346 pages
Book Rating : 4.2/5 (182 download)

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Book Synopsis Construction Grammars by : Jan-Ola Östman

Download or read book Construction Grammars written by Jan-Ola Östman and published by John Benjamins Publishing. This book was released on 2005-01-01 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addressing a number of issues (such as coercion, discourse patterning, language change), the contributions show how CxG must be part and parcel of cognitively oriented studies of language, including language universals."--Jacket.

From Molecule to Metaphor

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Publisher : MIT Press
ISBN 13 : 0262296888
Total Pages : 758 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis From Molecule to Metaphor by : Jerome Feldman

Download or read book From Molecule to Metaphor written by Jerome Feldman and published by MIT Press. This book was released on 2008-01-25 with total page 758 pages. Available in PDF, EPUB and Kindle. Book excerpt: In From Molecule to Metaphor, Jerome Feldman proposes a theory of language and thought that treats language not as an abstract symbol system but as a human biological ability that can be studied as a function of the brain, as vision and motor control are studied. This theory, he writes, is a "bridging theory" that works from extensive knowledge at two ends of a causal chain to explicate the links between. Although the cognitive sciences are revealing much about how our brains produce language and thought, we do not yet know exactly how words are understood or have any methodology for finding out. Feldman develops his theory in computer simulations—formal models that suggest ways that language and thought may be realized in the brain. Combining key findings and theories from biology, computer science, linguistics, and psychology, Feldman synthesizes a theory by exhibiting programs that demonstrate the required behavior while remaining consistent with the findings from all disciplines. After presenting the essential results on language, learning, neural computation, the biology of neurons and neural circuits, and the mind/brain, Feldman introduces specific demonstrations and formal models of such topics as how children learn their first words, words for abstract and metaphorical concepts, understanding stories, and grammar (including "hot-button" issues surrounding the innateness of human grammar). With this accessible, comprehensive book Feldman offers readers who want to understand how our brains create thought and language a theory of language that is intuitively plausible and also consistent with existing scientific data at all levels.