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.
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".
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.
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.
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.
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).
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.
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 2013-04-18 with total page 609 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.
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.
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 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: As an interdisciplinary field, computational linguistics has its sources in several areas of science, each with its own goals, methods, and historical background. Thereby, it has remained unclear which components fit together and which do not. This suggests three possible approaches to designing a computational linguistics textbook. The first approach proceeds from one's own school of thought, usually determined of study, rather than by a well-informed, delib by chance, such as one's initial place erate choice. The goal is to extend the inherited theoretical framework or method to as many aspects of language analysis as possible. As a consequence, the issue of com pat ibility with other approaches in the field need not be addressed and one's assumptions are questioned at best in connection with 'puzzling problems. ' The second approach takes the viewpoint of an objective observer and aims to survey the field as completely as possible. However, the large number of different schools, methods, and tasks necessitates a subjective selection. Furthermore, the pre sumed neutrality provides no incentive to investigate the compatibility between the elements selected. The third approach aims at solving a comprehensive functional task, with the differ To arrive at the desired solution, suitability ent approaches being ordered relative to it. and compatibility of the different elements adopted must be investigated with regard to the task at hand.
Download or read book Case Studies in Fluid Construction Grammar written by Luc Steels and published by John Benjamins Publishing Company. This book was released on 2019-10-09 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).
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.
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.
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.
Download or read book A lexicalist account of argument structure written by and published by Language Science Press. This book was released on 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.
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.
Download or read book Computational Modeling of Human Language Acquisition written by Afra Alishahi and published by Morgan & Claypool Publishers. This book was released on 2011 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: In doing so, computational modeling provides insight into the plausible mechanisms involved in human language acquisition, and inspires the development of better language models and techniques. This book provides an overview of the main research quesetions in the field of human language acquisition. It reviews the most commonly used computational frameworks, methodologies and resources for modeling child language learning, and the evaluation techniques used for assessing these computational models. The book is aimed at cognitive scientists who want to become familiar with the available computational methods for investigating problems related to human language acquisition, as well as computational linguists who are interested in applying their skills to the study of child language acquisition.
