Linguistic Representation

Author : Shalom Lappin
Publisher : CRC Press
Page : 162 pages
File Size : 53,7 Mb
Release : 2021-04-26
Category : Computers
ISBN : 9781000380323

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Deep Learning and Linguistic Representation by Shalom Lappin Pdf

The application of deep learning methods to problems in natural language processing has generated significant progress across a wide range of natural language processing tasks. For some of these applications, deep learning models now approach or surpass human performance. While the success of this approach has transformed the engineering methods of machine learning in artificial intelligence, the significance of these achievements for the modelling of human learning and representation remains unclear. Deep Learning and Linguistic Representation looks at the application of a variety of deep learning systems to several cognitively interesting NLP tasks. It also considers the extent to which this work illuminates our understanding of the way in which humans acquire and represent linguistic knowledge. Key Features: combines an introduction to deep learning in AI and NLP with current research on Deep Neural Networks in computational linguistics. is self-contained and suitable for teaching in computer science, AI, and cognitive science courses; it does not assume extensive technical training in these areas. provides a compact guide to work on state of the art systems that are producing a revolution across a range of difficult natural language tasks.

Author : J.F. Rosenberg
Publisher : Springer Science & Business Media
Page : 169 pages
File Size : 40,5 Mb
Release : 2012-12-06
Category : Philosophy
ISBN : 9789401023016

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Linguistic Representation by J.F. Rosenberg Pdf

This book is nominally about linguistic representation. But, since it is we who do the representing, it is also about us. And, since it is the universe which we represent, it is also about the universe. In the end, then, this book is about everything, which, since it is a philosophy book, is as it should be. I recognize that it is nowadays unfashionable to write books about every thing. Philosophers of language, it will be said, ought to stick to writing about language; philosophers of science, to writing about science; epis temologists, to writing about knowing; and so on. The real world, however, perversely refuses to carve itself up so neatly, and, although I recognize that the real w,orld is nowadays also unfashionable, in the end I judged that one might get closer to the truth of various matters by going along with it. So I have done so. lt was Wilfrid Sellars who initially convinced me of the virtues of this way of proceeding. At this point one normally says something like "The debt that this book owes him is immense". I would say it too, were it not to understate the case, From Wilfrid, I learned to think about things. If the upshot of my thinking tends, as it obviously does, to show a general con silience with the upshot of his, it is primarily because he is so very good at it - and he had a head start.

Author : Magda Stroinska
Publisher : Berghahn Books
Page : 256 pages
File Size : 43,9 Mb
Release : 2001-06-01
Category : Language Arts & Disciplines
ISBN : 9781800734913

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Relative Points of View by Magda Stroinska Pdf

The relationship between language and various kinds of non-linguistic behavior has been of great fascination for many of those working in the fields of cultural anthropology, linguistics, and philosophy, or, broadly understood, cultural studies. The authors in this volume explore this relationship in a number of cultures and social contexts and discuss the problem of linguistic relativism and its application to several areas of social interaction across cultures. The authors deal with such questions as how language and culture intersect resulting in different points of view on reality that are all equally authentic and rooted in experience. The question of the influence of language and culture on our perceptino of physical and social reality is re-examined for such domains as politics, commerce, working with people, religion, and gender relations.

Author : Marlis Hellinger,Hadumod Bußmann
Publisher : John Benjamins Publishing
Page : 364 pages
File Size : 45,7 Mb
Release : 2002-04-10
Category : Language Arts & Disciplines
ISBN : 9789027297662

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Gender Across Languages by Marlis Hellinger,Hadumod Bußmann Pdf

This is the second of a three-volume comprehensive reference work on “Gender across Languages”, which provides systematic descriptions of various categories of gender (grammatical, lexical, referential, social) in 30 languages of diverse genetic, typological and socio-cultural backgrounds. Among the issues discussed for each language are the following: What are the structural properties of the language that have an impact on the relations between language and gender? What are the consequences for areas such as agreement, pronominalisation and word-formation? How is specification of and abstraction from (referential) gender achieved in a language? Is empirical evidence available for the assumption that masculine/male expressions are interpreted as generics? Can tendencies of variation and change be observed, and have alternatives been proposed for a more equal linguistic treatment of women and men? This volume (and the previous two volumes) will provide the much-needed basis for explicitly comparative analyses of gender across languages. All chapters are original contributions and follow a common general outline developed by the editors. The book contains rich bibliographical and indexical material.Languages of Volume 2: Chinese, Dutch, Finnish, Hindi, Icelandic, Italian, Norwegian, Spanish, Vietnamese, Welsh.

Author : Claudia Felser,Colin Phillips,Matthew Wagers
Publisher : Frontiers Media SA
Page : 768 pages
File Size : 47,5 Mb
Release : 2017-03-22
Category : Electronic book
ISBN : 9782889451326

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Encoding and Navigating Linguistic Representations in Memory by Claudia Felser,Colin Phillips,Matthew Wagers Pdf

Successful speaking and understanding requires mechanisms for reliably encoding structured linguistic representations in memory and for effectively accessing information in those representations later. Studying the time-course of real-time linguistic dependency formation provides a valuable tool for uncovering the cognitive and neural basis of these mechanisms. This volume draws together multiple perspectives on encoding and navigating structured linguistic representations, to highlight important empirical insights, and to identify key priorities for new research in this area.

Author : Mike Putnam,Matthew Carlson,Antonio Fábregas,Eva Wittenberg
Publisher : Frontiers Media SA
Page : 130 pages
File Size : 43,9 Mb
Release : 2022-01-04
Category : Science
ISBN : 9782889719358

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Defining Construction: Insights into the Emergence and Generation of Linguistic Representations by Mike Putnam,Matthew Carlson,Antonio Fábregas,Eva Wittenberg Pdf

Author : Ted Sanders,Joost Schilperoord,Wilbert Spooren
Publisher : John Benjamins Publishing
Page : 372 pages
File Size : 40,7 Mb
Release : 2001-12-19
Category : Language Arts & Disciplines
ISBN : 9789027297679

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Text Representation by Ted Sanders,Joost Schilperoord,Wilbert Spooren Pdf

This book brings together linguistics and psycholinguistics. Text representation is considered a cognitive entity: a mental construct that plays a crucial role in both text production and text understanding. The focus is on referential and relational coherence and the role of linguistic characteristics as processing instructions from a text linguistic and discourse psychology point of view. Consequently, this book presents various research methodologies: linguistic analysis, text analysis, corpus linguistics, computational linguistics, argumentation analysis, and the experimental psycholinguistic study of text processing. The authors compare, test, and evaluate linguistic and processing theories of text representation. A state of the art volume in an emerging field of interest, located at the very heart of our communicative behavior: the study of text and text representation.

Author : Antoine Culioli
Publisher : John Benjamins Publishing
Page : 175 pages
File Size : 41,6 Mb
Release : 1995-09-21
Category : Language Arts & Disciplines
ISBN : 9789027276537

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Cognition and Representation in Linguistic Theory by Antoine Culioli Pdf

The objective of this book is to better acquaint English-speaking linguistics with a corpus of texts hitherto untranslated, containing the cognitive-based research in formal linguistics of one of the most important theoreticians in the field: Antoine Culioli (b. 1924). Culioli's viewpoint is grounded in Emile Benveniste's (1902-1976) revolutionary answer to Saussure's opposition between competence (langue) and performance (parole) captured in the idea of énonciation, in which the relationship between an individual and a language is one of appropriation. The translation has been prepared to provide the reader with as obstacle-free a path as one can clear to a theory that requires, and indeed commands, a very close, attentive reading. As an additional aid to understand Culioli's argument, footnotes throughout the work show similarities and differences with the work of the cognitive linguist Ronald W. Langacker.

Author : Jan Nuyts,A. Machtelt Bolkestein,Co Vet
Publisher : John Benjamins Publishing
Page : 361 pages
File Size : 43,6 Mb
Release : 1990-01-01
Category : Language Arts & Disciplines
ISBN : 9789027250230

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Layers and Levels of Representation in Language Theory by Jan Nuyts,A. Machtelt Bolkestein,Co Vet Pdf

Rather than simply a record of proceedings (3rd International Conference on Functional Grammar, Amsterdam, June 1988), this volume contains revised and expanded papers from the conference and other papers inspired by the lively discussion there. The volume focuses on the nature of the structures assumed to underlie utterances in natural languages, in two respects. One area is the question of whether to expand the representations accepted in Functional Grammar (FG) in order to capture interpersonal functions, i.e., communication between speaker and hearer in a particular situation and context, to include, for example, aspect, tense, modality and illocutionary force. The second area concerns whether current underlying representation in FG is sufficiently abstract to be the format for the deepest level of human conceptual knowledge storage, as discussed by Simon Dik in a number of recent articles.

Author : Dagmar Divjak,Stefan Th. Gries
Publisher : Walter de Gruyter
Page : 290 pages
File Size : 52,8 Mb
Release : 2012-08-31
Category : Language Arts & Disciplines
ISBN : 9783110274073

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Frequency Effects in Language Representation by Dagmar Divjak,Stefan Th. Gries Pdf

The volume explores the relationship between well-studied aspects of language (constructional alternations, lexical contrasts and extensions and multi-word expressions) in a variety of languages (Dutch, English, Russian and Spanish) and their representation in cognition as mediated by frequency counts in both text and experiment. The state-of-the-art data collection (ranging from questionnaires to eye-tracking) and analysis (from simple chi-squared to random effects regression) techniques allow to draw theoretical conclusions from (mis)matches between different types of empirical data. The sister volume focuses on language learning and processing.

Author : Dominiek Sandra,Marcus Taft
Publisher : Routledge
Page : 257 pages
File Size : 45,6 Mb
Release : 2014-01-10
Category : Language Arts & Disciplines
ISBN : 9781317933052

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Morphological Structure, Lexical Representation and Lexical Access (RLE Linguistics C: Applied Linguistics) by Dominiek Sandra,Marcus Taft Pdf

The main concern of this work is whether morphemes play a role in the lexical representation and processing of several types of polymorphemic words and, more particularly, at what precise representational and processing level. The book comprises two theoretical contributions and a number of empirical ones. One theoretical paper discusses several possible motivations for a morphologically organised mental lexicon (like the economy of representation view, and the efficiency of processing view), and lays out the weaknesses that are associated with some of these motivations. The other theoretical paper offers an interactive-activation reinterpretation of the findings that were originally reported within the lexical search framework. The empirical papers together cover a relatively broad array of language types and mainly deal with visual word recognition in normals in the context of lexical morphology (derived and compound words). Evidence is reported on the function of stems and affixes as processing units in prefixed and suffixed derivations. The role of semantic transparency in the lexical representation of compounds is studied, as is the effect of orthographic ambiguity on the parsing of novel compounds. The inflection-derivational distinction is approached in the context of Finnish, a highly agglutinative language with much richer morphology than the languages usually studied in psycholinguistic experiments on polymorphemic words. Two other contributions also approach the study object in the context of relatively uncharted domains: one presents data on Chinese, a language which uses a different script-type (logographic) from the languages that are usually studied (alphabetic script), and another one presents data on language production.

Author : Robert J. Marzano,Debra Pickering,Jane E. Pollock
Publisher : ASCD
Page : 187 pages
File Size : 40,5 Mb
Release : 2001
Category : Education
ISBN : 9780871205049

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Classroom Instruction that Works by Robert J. Marzano,Debra Pickering,Jane E. Pollock Pdf

Describes nine different teaching strategies which have been proven to have positive effects on student learning and explains how those strategies can be incorporated into the classroom.

Author : Philipp Cimiano,Christian Chiarcos,John P. McCrae,Jorge Gracia
Publisher : Springer Nature
Page : 286 pages
File Size : 48,9 Mb
Release : 2020-01-13
Category : Computers
ISBN : 9783030302252

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Linguistic Linked Data by Philipp Cimiano,Christian Chiarcos,John P. McCrae,Jorge Gracia Pdf

This is the first monograph on the emerging area of linguistic linked data. Presenting a combination of background information on linguistic linked data and concrete implementation advice, it introduces and discusses the main benefits of applying linked data (LD) principles to the representation and publication of linguistic resources, arguing that LD does not look at a single resource in isolation but seeks to create a large network of resources that can be used together and uniformly, and so making more of the single resource. The book describes how the LD principles can be applied to modelling language resources. The first part provides the foundation for understanding the remainder of the book, introducing the data models, ontology and query languages used as the basis of the Semantic Web and LD and offering a more detailed overview of the Linguistic Linked Data Cloud. The second part of the book focuses on modelling language resources using LD principles, describing how to model lexical resources using Ontolex-lemon, the lexicon model for ontologies, and how to annotate and address elements of text represented in RDF. It also demonstrates how to model annotations, and how to capture the metadata of language resources. Further, it includes a chapter on representing linguistic categories. In the third part of the book, the authors describe how language resources can be transformed into LD and how links can be inferred and added to the data to increase connectivity and linking between different datasets. They also discuss using LD resources for natural language processing. The last part describes concrete applications of the technologies: representing and linking multilingual wordnets, applications in digital humanities and the discovery of language resources. Given its scope, the book is relevant for researchers and graduate students interested in topics at the crossroads of natural language processing / computational linguistics and the Semantic Web / linked data. It appeals to Semantic Web experts who are not proficient in applying the Semantic Web and LD principles to linguistic data, as well as to computational linguists who are used to working with lexical and linguistic resources wanting to learn about a new paradigm for modelling, publishing and exploiting linguistic resources.

Author : Naomi S. Baron
Publisher : Unknown
Page : 330 pages
File Size : 45,7 Mb
Release : 1981
Category : Language Arts & Disciplines
ISBN : UOM:39015047093466

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Speech, Writing, and Sign by Naomi S. Baron Pdf

Author : Zhiyuan Liu,Yankai Lin,Maosong Sun
Publisher : Springer Nature
Page : 319 pages
File Size : 41,9 Mb
Release : 2020-07-03
Category : Computers
ISBN : 9789811555732

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Representation Learning for Natural Language Processing by Zhiyuan Liu,Yankai Lin,Maosong Sun Pdf

This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.