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Computational Construction Grammar


Computational Construction Grammar
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Computational Construction Grammar


Computational Construction Grammar
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Author : Jonathan Dunn
language : en
Publisher: Cambridge University Press
Release Date : 2024-06-06

Computational Construction Grammar written by Jonathan Dunn 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 2024-06-06 with Language Arts & Disciplines categories.


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 Construction Grammar And Constructional Change


Computational Construction Grammar And Constructional Change
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Author : Katrien Beuls
language : en
Publisher:
Release Date : 2016

Computational Construction Grammar And Constructional Change written by Katrien Beuls and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Construction grammar categories.


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.



Computational Issues In Fluid Construction Grammar


Computational Issues In Fluid Construction Grammar
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Author : Luc STEELS
language : en
Publisher: Springer
Release Date : 2012-10-30

Computational Issues In Fluid Construction Grammar written by Luc STEELS and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-30 with Computers categories.


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


Design Patterns In Fluid Construction Grammar
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Author : Luc Steels
language : en
Publisher: John Benjamins Publishing
Release Date : 2011

Design Patterns In Fluid Construction Grammar written by Luc Steels 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 2011 with Language Arts & Disciplines categories.


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.



Corpus Based Approaches To Construction Grammar


Corpus Based Approaches To Construction Grammar
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Author : Jiyoung Yoon
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2016-09-08

Corpus Based Approaches To Construction Grammar written by Jiyoung Yoon and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-08 with Language Arts & Disciplines categories.


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.



Case Studies In Fluid Construction Grammar


Case Studies In Fluid Construction Grammar
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Author : Luc Steels
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2019-10-09

Case Studies In Fluid Construction Grammar written by Luc Steels and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-09 with Language Arts & Disciplines categories.


Construction grammar enjoys great popularity among empirical linguists, typologists, psycholinguists, and language educators, because it puts meaning and function of language at the forefront of linguistic analysis. This book shows that construction grammar gives us also a powerful new way to conceive and implement operational parsing and production systems, which could be used as a basic component of a wide range of Artificial Intelligence applications, such as dialog systems, language tutoring applications, or translation assistants. The book focuses on a particular formalism, Fluid Construction Grammar (FCG), that has emerged recently as a solid platform for writing and testing grammars from a constructional point of view. It introduces the basics of FCG and illustrates its use through a number of case studies all centering around the verb phrase. The case studies consider the verb phrase in different languages (Dutch, English, Spanish, Russian) and examine different challenging linguistic phenomena, ranging from word order flexibility, language change, and language acquisition, to the complex semantics of the verb phrase, particularly for aspect. The book is intended for those who want a first contact with FCG and see how different non-trivial analyses of language phenomena can be expressed. It is also an excellent first step for those who want to explore FCG to build language applications. Originally published as special issue of Constructions and Frames 9:2 (2017).



Computational Construction Grammar Based On Formal Ontologies


Computational Construction Grammar Based On Formal Ontologies
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Author : Vanessa Micelli-Schmidt
language : en
Publisher:
Release Date : 2023

Computational Construction Grammar Based On Formal Ontologies written by Vanessa Micelli-Schmidt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.


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.



The Oxford Handbook Of Construction Grammar


The Oxford Handbook Of Construction Grammar
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Author : Thomas Hoffmann
language : en
Publisher: Oxford University Press, USA
Release Date : 2013-04-18

The Oxford Handbook Of Construction Grammar written by Thomas Hoffmann and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-18 with Language Arts & Disciplines categories.


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.



The Oxford Handbook Of Construction Grammar


The Oxford Handbook Of Construction Grammar
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Author : Thomas Hoffmann
language : en
Publisher: Oxford University Press
Release Date : 2013-02-22

The Oxford Handbook Of Construction Grammar written by Thomas Hoffmann and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-22 with Language Arts & Disciplines categories.


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 Grammar Across Borders


Construction Grammar Across Borders
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Author : Tiago Timponi Torrent
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2022-07-15

Construction Grammar Across Borders written by Tiago Timponi Torrent and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-15 with Language Arts & Disciplines categories.


Since its foundation in the 1980's, Construction Grammar has been crossing the traditionally imposed borders. From superimposed levels of analysis to the lexicon-grammar continuum, the constructionist approach to language has been built by, quoting Charles Fillmore, "the insistence on seeing specific grammatical patterns as serving given semantic (and often pragmatic) purposes, and in the effort to construct a uniform theory capable of presenting both the simplest and most general aspects of language and the large world of complex grammatical structures". In this volume, five chapters derived from the plenary talks at the 9th International Conference on Construction Grammar provide a sample of the bridges the insistence and effort of construction grammarians have built in the past three decades with other analytical models – namely Cognitive Grammar and Collostructional Analysis –, perspectives – Diachronic Construction Grammar – and applications – Language Pedagogy and Natural Language Understanding. Originally published as special issue of Constructions and Frames 12:1 (2020).