Linguistic Structure In Language Processing
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Speech And Language Processing
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Author : Daniel Jurafsky
language : en
Publisher:
Release Date : 2000-01
Speech And Language Processing written by Daniel Jurafsky and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-01 with Automatic speech recognition categories.
This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora.Methodology boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to demonstrate how the same algorithm can be used for speech recognition and word-sense disambiguation. Emphasis on web and other practical applications. Emphasis on scientific evaluation. Useful as a reference for professionals in any of the areas of speech and language processing.
Linguistic Structure In Language Processing
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Author : G.N. Carlson
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Linguistic Structure In Language Processing written by G.N. Carlson and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Language Arts & Disciplines categories.
The papers in this volume are intended to exemplify the state of experimental psycho linguistics in the middle to later 1980s. Our over riding impression is that the field has come a long way since the earlier work of the 1950s and 1960s, and that the field has emerged with a renewed strength from a difficult period in the 1970s. Not only are the theoretical issues more sharply defined and integrated with existing issues from other domains ("modularity" being one such example), but the experimental techniques employed are much more sophisticated, thanks to the work of numerous psychologists not necessarily interested in psycholinguistics, and thanks to improving technologies unavailable a few years ago (for instance, eye-trackers). We selected papers that provide a coherent, overall picture of existing techniques and issues. The volume is organized much as one might organize an introductory linguistics course - beginning with sound and working "up" to mean ing. Indeed, the first paper, Rebecca Treiman's, begins with considera tion of syllable structure, a phonological consideration, and the last, Alan Garnham's, exemplifies some work on the interpretation of pro nouns, a semantic matter. In between are found works concentrating on morphemes, lexical structures, and syntax. The cross-section represented in this volume is by necessity incom plete, since we focus only on experimental work directed at under standing how adults comprehend and produce language. We do not include any works on language acquisition, first or second.
Linguistic Structure Prediction
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Author : Noah A. Smith
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Linguistic Structure Prediction written by Noah A. Smith and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
A major part of natural language processing now depends on the use of text data to build linguistic analyzers. We consider statistical, computational approaches to modeling linguistic structure. We seek to unify across many approaches and many kinds of linguistic structures. Assuming a basic understanding of natural language processing and/or machine learning, we seek to bridge the gap between the two fields. Approaches to decoding (i.e., carrying out linguistic structure prediction) and supervised and unsupervised learning of models that predict discrete structures as outputs are the focus. We also survey natural language processing problems to which these methods are being applied, and we address related topics in probabilistic inference, optimization, and experimental methodology. Table of Contents: Representations and Linguistic Data / Decoding: Making Predictions / Learning Structure from Annotated Data / Learning Structure from Incomplete Data / Beyond Decoding: Inference
Morphological Structure In Language Processing
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Author : R. Harald Baayen
language : en
Publisher: Walter de Gruyter
Release Date : 2011-07-20
Morphological Structure In Language Processing written by R. Harald Baayen and has been published by Walter de Gruyter this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-20 with Language Arts & Disciplines categories.
This volume brings together a series of studies of morphological processing in Germanic (English, German, Dutch), Romance (French, Italian), and Slavic (Polish, Serbian) languages. The question of how morphologically complex words are organized and processed in the mental lexicon is addressed from different theoretical perspectives (single and dual route models), for different modalities (auditory and visual comprehension, writing), and for language development. Experimental work is reported, as well as computational and statistical modeling. Thus, this volume provides a useful overview of the range of issues currently attracting reseach at the intersection of morphology and psycholinguistics.
Creating Language
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Author : Morten H. Christiansen
language : en
Publisher: MIT Press
Release Date : 2018-04-20
Creating Language written by Morten H. Christiansen and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-20 with Science categories.
A work that reveals the profound links between the evolution, acquisition, and processing of language, and proposes a new integrative framework for the language sciences. Language is a hallmark of the human species; the flexibility and unbounded expressivity of our linguistic abilities is unique in the biological world. In this book, Morten Christiansen and Nick Chater argue that to understand this astonishing phenomenon, we must consider how language is created: moment by moment, in the generation and understanding of individual utterances; year by year, as new language learners acquire language skills; and generation by generation, as languages change, split, and fuse through the processes of cultural evolution. Christiansen and Chater propose a revolutionary new framework for understanding the evolution, acquisition, and processing of language, offering an integrated theory of how language creation is intertwined across these multiple timescales. Christiansen and Chater argue that mainstream generative approaches to language do not provide compelling accounts of language evolution, acquisition, and processing. Their own account draws on important developments from across the language sciences, including statistical natural language processing, learnability theory, computational modeling, and psycholinguistic experiments with children and adults. Christiansen and Chater also consider some of the major implications of their theoretical approach for our understanding of how language works, offering alternative accounts of specific aspects of language, including the structure of the vocabulary, the importance of experience in language processing, and the nature of recursive linguistic structure.
The Grammar Network
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Author : Holger Diessel
language : en
Publisher: Cambridge University Press
Release Date : 2019-08-15
The Grammar Network written by Holger Diessel 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 2019-08-15 with Language Arts & Disciplines categories.
Provides a dynamic network model of grammar that explains how linguistic structure is shaped by language use.
Processing And Producing Head Final Structures
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Author : Hiroko Yamashita
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-11-05
Processing And Producing Head Final Structures written by Hiroko Yamashita and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-05 with Language Arts & Disciplines categories.
This book is the first collection of studies on an important yet under-investigated linguistic phenomenon, the processing and production of head-final syntactic structures. Until now, the remarkable progress made in the field of human sentence processing had been achieved largely by investigating head-initial languages such as English. The goal of the present volume is to deepen our understanding by examining head-final languages and offering a comparison of those results to findings from head-initial languages. This book brings together cross-linguistic investigations of languages with prominent head-final structures such as Basque, Chinese, German, Japanese, Korean, and Hindi. It will inform readers of linguistics with both theoretical and experimental backgrounds, as it provides accounts of previous studies, offers experimentally-based theoretical discussions, and includes experimental stimuli in the original languages.
Linguistic Fundamentals For Natural Language Processing
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Author : Emily M. Bender
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Linguistic Fundamentals For Natural Language Processing written by Emily M. Bender and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
Many NLP tasks have at their core a subtask of extracting the dependencies—who did what to whom—from natural language sentences. This task can be understood as the inverse of the problem solved in different ways by diverse human languages, namely, how to indicate the relationship between different parts of a sentence. Understanding how languages solve the problem can be extremely useful in both feature design and error analysis in the application of machine learning to NLP. Likewise, understanding cross-linguistic variation can be important for the design of MT systems and other multilingual applications. The purpose of this book is to present in a succinct and accessible fashion information about the morphological and syntactic structure of human languages that can be useful in creating more linguistically sophisticated, more language-independent, and thus more successful NLP systems. Table of Contents: Acknowledgments / Introduction/motivation / Morphology: Introduction / Morphophonology / Morphosyntax / Syntax: Introduction / Parts of speech / Heads, arguments, and adjuncts / Argument types and grammatical functions / Mismatches between syntactic position and semantic roles / Resources / Bibliography / Author's Biography / General Index / Index of Languages
Language Processing And Language Acquisition
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Author : Lyn Frazier
language : en
Publisher: Springer Science & Business Media
Release Date : 1990-09-30
Language Processing And Language Acquisition written by Lyn Frazier and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-09-30 with Language Arts & Disciplines categories.
Studies of language acqUiSItion have largely ignored processing prin ciples and mechanisms. Not surprisingly, questions concerning the analysis of an informative linguistic input - the potential evidence for grammatical parameter setting - have also been ignored. Especially in linguistic approaches to language acquisition, the role of language processing has not been prominent. With few exceptions (e. g. Goodluck and Tavakolian, 1982; Pinker, 1984) discussions of language perform ance tend to arise only when experimental debris, the artifact of some experiment, needs to be cleared away. Consequently, language pro cessing has been viewed as a collection of rather uninteresting perform ance factors obscuring the true object of interest, namely, grammar acquisition. On those occasions when parsing "strategies" have been incorporated into accounts of language development, they have often been discussed as vague preferences, not open to rigorous analysis. In principle, however, theories of language comprehension can and should be subjected to the same criteria of explicitness and explanatoriness as other theories, e. g. , theories of grammar. Thus their peripheral role in accounts of language development may reflect accidental factors, rather than any inherent fuzziness or irrelevance to the language acquisition problem. It seems probable that an explicit model of the way(s) processing routines are applied in acquisition would help solve some central problems of grammar acquisition, since these routines regulate the application of grammatical knowledge to novel inputs.
Syntactic Structures
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Author : Noam Chomsky
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2020-05-18
Syntactic Structures written by Noam Chomsky and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-18 with Language Arts & Disciplines categories.
No detailed description available for "Syntactic Structures".