Natural Language Parsing And Linguistic Theories

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Natural Language Parsing and Linguistic Theories

Author : U. Reyle
Publisher : Springer Science & Business Media
ISBN 13 : 9400913370
Total Pages : 491 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Natural Language Parsing and Linguistic Theories by : U. Reyle

Download or read book Natural Language Parsing and Linguistic Theories written by U. Reyle and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: presupposition fails, we now give a short introduction into Unification Grammar. Since all implementations discussed in this volume use PROLOG (with the exception of BlockjHaugeneder), we felt that it would also be useful to explain the difference between unification in PROLOG and in UG. After the introduction to UG we briefly summarize the main arguments for using linguistic theories in natural language processing. We conclude with a short summary of the contributions to this volume. UNIFICATION GRAMMAR 3 Feature Structures or Complex Categories. Unification Grammar was developed by Martin Kay (Kay 1979). Martin Kay wanted to give a precise defmition (and implementation) of the notion of 'feature'. Linguists use features at nearly all levels of linguistic description. In phonetics, for instance, the phoneme b is usually described with the features 'bilabial', 'voiced' and 'nasal'. In the case of b the first two features get the value +, the third (nasal) gets the value -. Feature value pairs in phonology are normally represented as a matrix. bilabial: + voiced: + I nasal: - [Feature matrix for b.] In syntax features are used, for example, to distinguish different noun classes. The Latin noun 'murus' would be characterized by the following feature-value pairs: gender: masculin, number: singular, case: nominative, pred: murus. Besides a matrix representation one frequently fmds a graph representation for feature value pairs. The edges of the graph are labelled by features. The leaves denote the value of a feature.

Embeddings in Natural Language Processing

Author : Mohammad Taher Pilehvar
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1636390226
Total Pages : 177 pages
Book Rating : 4.6/5 (363 download)

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Book Synopsis Embeddings in Natural Language Processing by : Mohammad Taher Pilehvar

Download or read book Embeddings in Natural Language Processing written by Mohammad Taher Pilehvar and published by Morgan & Claypool Publishers. This book was released on 2020-11-13 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional vector representation, which is easily integrable in modern machine learning models, has played a central role in the development of NLP. Embedding techniques initially focused on words, but the attention soon started to shift to other forms: from graph structures, such as knowledge bases, to other types of textual content, such as sentences and documents. This book provides a high-level synthesis of the main embedding techniques in NLP, in the broad sense. The book starts by explaining conventional word vector space models and word embeddings (e.g., Word2Vec and GloVe) and then moves to other types of embeddings, such as word sense, sentence and document, and graph embeddings. The book also provides an overview of recent developments in contextualized representations (e.g., ELMo and BERT) and explains their potential in NLP. Throughout the book, the reader can find both essential information for understanding a certain topic from scratch and a broad overview of the most successful techniques developed in the literature.

Natural Language Computing

Author : Ray C. Dougherty
Publisher : Psychology Press
ISBN 13 : 1134784775
Total Pages : 418 pages
Book Rating : 4.1/5 (347 download)

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Book Synopsis Natural Language Computing by : Ray C. Dougherty

Download or read book Natural Language Computing written by Ray C. Dougherty and published by Psychology Press. This book was released on 2013-03-07 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book's main goal is to show readers how to use the linguistic theory of Noam Chomsky, called Universal Grammar, to represent English, French, and German on a computer using the Prolog computer language. In so doing, it presents a follow-the-dots approach to natural language processing, linguistic theory, artificial intelligence, and expert systems. The basic idea is to introduce meaningful answers to significant problems involved in representing human language data on a computer.

Theoretical Issues in Natural Language Processing

Author : Yorick Wilks
Publisher : Psychology Press
ISBN 13 : 1317717554
Total Pages : 227 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Theoretical Issues in Natural Language Processing by : Yorick Wilks

Download or read book Theoretical Issues in Natural Language Processing written by Yorick Wilks and published by Psychology Press. This book was released on 2018-10-24 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accompanying continued industrial production and sales of artificial intelligence and expert systems is the risk that difficult and resistant theoretical problems and issues will be ignored. The participants at the Third Tinlap Workshop, whose contributions are contained in Theoretical Issues in Natural Language Processing, remove that risk. They discuss and promote theoretical research on natural language processing, examinations of solutions to current problems, development of new theories, and representations of published literature on the subject. Discussions among these theoreticians in artificial intelligence, logic, psychology, philosophy, and linguistics draw a comprehensive, up-to-date picture of the natural language processing field.

Linguistic Fundamentals for Natural Language Processing

Author : Emily M. Bender
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627050124
Total Pages : 186 pages
Book Rating : 4.6/5 (27 download)

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Book Synopsis Linguistic Fundamentals for Natural Language Processing by : Emily M. Bender

Download or read book Linguistic Fundamentals for Natural Language Processing written by Emily M. Bender and published by Morgan & Claypool Publishers. This book was released on 2013-06-01 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Recent Advances in Natural Language Processing IV

Author : Nicolas Nicolov
Publisher : John Benjamins Publishing
ISBN 13 : 9027291284
Total Pages : 322 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Recent Advances in Natural Language Processing IV by : Nicolas Nicolov

Download or read book Recent Advances in Natural Language Processing IV written by Nicolas Nicolov and published by John Benjamins Publishing. This book was released on 2007-12-13 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together selected and revised papers from the international conference on “Recent Advances in Natural Language Processing”, held in Borovets, Bulgaria, in September 2005. The best papers have been selected for this volume with the aim to reflect the most promising and significant trends in natural language processing. The volume covers a wide variety of topics in Natural Language Processing, including information extraction, indexing, latent semantic analysis, dependency parsing, anaphora and referring expressions, spam analysis, document classification, rhetorical relations, textual entailment, question answering, ontologies, word sense disambiguation, machine translation, treebanks and corpora.

Natural Language Parsing

Author : David R. Dowty
Publisher : Cambridge University Press
ISBN 13 : 9780521023108
Total Pages : 428 pages
Book Rating : 4.0/5 (231 download)

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Book Synopsis Natural Language Parsing by : David R. Dowty

Download or read book Natural Language Parsing written by David R. Dowty and published by Cambridge University Press. This book was released on 2005-11-24 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a collection of new papers by leading researchers on natural language parsing. In the past, the problem of how people parse the sentences they hear - determine the identity of the words in these sentences and group these words into larger units - has been addressed in very different ways by experimental psychologists, by theoretical linguists, and by researchers in artificial intelligence, with little apparent relationship among the solutions proposed by each group. However, because of important advances in all these disciplines, research on parsing in each of these fields now seems to have something significant to contribute to the others, as this volume demonstrates. The volume includes some papers applying the results of experimental psychological studies of parsing to linguistic theory, others which present computational models of parsing, and a mathematical linguistics paper on tree-adjoining grammars and parsing.

Natural Language and Speech

Author : Ewan Klein
Publisher :
ISBN 13 : 9783642771903
Total Pages : 204 pages
Book Rating : 4.7/5 (719 download)

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Book Synopsis Natural Language and Speech by : Ewan Klein

Download or read book Natural Language and Speech written by Ewan Klein and published by . This book was released on 1991-11-15 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the proceedings of the Symposium on Natural Language and Speech held during the ESPRIT conference of November 1991. The symposiumwas organized by the newly launched Network of Excellence on Language and Speech which brings together the foremost European experts and institutions in the two domains. The proceedings contain ten invited papers from leading experts in language and speech research, together with a set of position papers from a panel session on 'Spoken language systems: technological goals and integration issues'. The papers cover a wide spectrum of research topics, ranging from logical aspects of discourse structure to problems of prosody and automatic speech understanding. A recurrent theme is the development of an integrated cognitively motivated theory of the process by which spoken language is understood. This volume is the second of the ESPRIT Basic Research Series. The ESPRIT Basic Research efforts aim at forging stronglinks between academic and industrial teams carrying out research, often interdisciplinary, at the forefront of information technology. The quality of content of this series and its broad distribution should have a majorimpact in making these advances accessible to both academic and industrial researchers.

Recent Advances in Natural Language Processing

Author : Ruslan Mitkov
Publisher : John Benjamins Publishing
ISBN 13 : 9027276005
Total Pages : 488 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Recent Advances in Natural Language Processing by : Ruslan Mitkov

Download or read book Recent Advances in Natural Language Processing written by Ruslan Mitkov and published by John Benjamins Publishing. This book was released on 1997-11-20 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is based on contributions from the First International Conference on “Recent Advances in Natural Language Processing” (RANLP’95) held in Tzigov Chark, Bulgaria, 14-16 September 1995. This conference was one of the most important and competitively reviewed conferences in Natural Language Processing (NLP) for 1995 with submissions from more than 30 countries. Of the 48 papers presented at RANLP’95, the best (revised) papers have been selected for this book, in the hope that they reflect the most significant and promising trends (and latest successful results) in NLP. The book is organised thematically and the contributions are grouped according to the traditional topics found in NLP: morphology, syntax, grammars, parsing, semantics, discourse, grammars, generation, machine translation, corpus processing and multimedia. To help the reader find his/her way, the authors have prepared an extensive index which contains major terms used in NLP; an index of authors which lists the names of the authors and the page numbers of their paper(s); a list of figures; and a list of tables. This book will be of interest to researchers, lecturers and graduate students interested in Natural Language Processing and more specifically to those who work in Computational Linguistics, Corpus Linguistics and Machine Translation.

Recent Advances in Natural Language Processing

Author : Nicolas Nicolov
Publisher : John Benjamins Publishing
ISBN 13 : 9027283974
Total Pages : 436 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Recent Advances in Natural Language Processing by : Nicolas Nicolov

Download or read book Recent Advances in Natural Language Processing written by Nicolas Nicolov and published by John Benjamins Publishing. This book was released on 2000-09-15 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together revised versions of a selection of papers presented at the Second International Conference on “Recent Advances in Natural Language Processing” (RANLP’97) held in Tzigov Chark, Bulgaria, September 1997. The aim of the conference was to give researchers the opportunity to present new results in Natural Language Processing (NLP) based both on traditional and modern theories and approaches. The conference received substantial interest — 167 submissions from more than 20 countries. The best papers from the proceedings were selected for this volume, in the hope that they reflect the most significant and promising trends (and successful results) in NLP. The contributions have been grouped according to the following topics: tagging, lexical issues and parsing, word sense disambiguation and anaphora resolution, semantics, generation, machine translation, and categorisation and applications. The volume contains an extensive index.

Natural Language Processing and Computational Linguistics

Author : Mohamed Zakaria Kurdi
Publisher : John Wiley & Sons
ISBN 13 : 1119145570
Total Pages : 228 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Natural Language Processing and Computational Linguistics by : Mohamed Zakaria Kurdi

Download or read book Natural Language Processing and Computational Linguistics written by Mohamed Zakaria Kurdi and published by John Wiley & Sons. This book was released on 2016-08-17 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Natural language processing (NLP) is a scientific discipline which is found at the interface of computer science, artificial intelligence and cognitive psychology. Providing an overview of international work in this interdisciplinary field, this book gives the reader a panoramic view of both early and current research in NLP. Carefully chosen multilingual examples present the state of the art of a mature field which is in a constant state of evolution. In four chapters, this book presents the fundamental concepts of phonetics and phonology and the two most important applications in the field of speech processing: recognition and synthesis. Also presented are the fundamental concepts of corpus linguistics and the basic concepts of morphology and its NLP applications such as stemming and part of speech tagging. The fundamental notions and the most important syntactic theories are presented, as well as the different approaches to syntactic parsing with reference to cognitive models, algorithms and computer applications.

Natural Language Processing and Computational Linguistics

Author : Mohamed Zakaria Kurdi
Publisher : John Wiley & Sons
ISBN 13 : 1848218486
Total Pages : 296 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis Natural Language Processing and Computational Linguistics by : Mohamed Zakaria Kurdi

Download or read book Natural Language Processing and Computational Linguistics written by Mohamed Zakaria Kurdi and published by John Wiley & Sons. This book was released on 2016-08-22 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Natural language processing (NLP) is a scientific discipline which is found at the interface of computer science, artificial intelligence and cognitive psychology. Providing an overview of international work in this interdisciplinary field, this book gives the reader a panoramic view of both early and current research in NLP. Carefully chosen multilingual examples present the state of the art of a mature field which is in a constant state of evolution. In four chapters, this book presents the fundamental concepts of phonetics and phonology and the two most important applications in the field of speech processing: recognition and synthesis. Also presented are the fundamental concepts of corpus linguistics and the basic concepts of morphology and its NLP applications such as stemming and part of speech tagging. The fundamental notions and the most important syntactic theories are presented, as well as the different approaches to syntactic parsing with reference to cognitive models, algorithms and computer applications.

Natural Language Processing

Author : Ela Kumar
Publisher : I. K. International Pvt Ltd
ISBN 13 : 9380578776
Total Pages : 220 pages
Book Rating : 4.3/5 (85 download)

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Book Synopsis Natural Language Processing by : Ela Kumar

Download or read book Natural Language Processing written by Ela Kumar and published by I. K. International Pvt Ltd. This book was released on 2013-12-30 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers all aspects of the area of linguistic analysis and the computational systems that have been developed to perform the language analysis. The book is primarily meant for post graduate and undergraduate technical courses.

Linguistic Fundamentals for Natural Language Processing II

Author : Emily M. Bender
Publisher : Springer Nature
ISBN 13 : 303102172X
Total Pages : 250 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Linguistic Fundamentals for Natural Language Processing II by : Emily M. Bender

Download or read book Linguistic Fundamentals for Natural Language Processing II written by Emily M. Bender and published by Springer Nature. This book was released on 2022-06-01 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Meaning is a fundamental concept in Natural Language Processing (NLP), in the tasks of both Natural Language Understanding (NLU) and Natural Language Generation (NLG). This is because the aims of these fields are to build systems that understand what people mean when they speak or write, and that can produce linguistic strings that successfully express to people the intended content. In order for NLP to scale beyond partial, task-specific solutions, researchers in these fields must be informed by what is known about how humans use language to express and understand communicative intents. The purpose of this book is to present a selection of useful information about semantics and pragmatics, as understood in linguistics, in a way that's accessible to and useful for NLP practitioners with minimal (or even no) prior training in linguistics.

Psycholinguistics

Author : Joseph F. Kess
Publisher : John Benjamins Publishing
ISBN 13 : 9027277486
Total Pages : 398 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Psycholinguistics by : Joseph F. Kess

Download or read book Psycholinguistics written by Joseph F. Kess and published by John Benjamins Publishing. This book was released on 1992-01-01 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is designed to serve as an introduction to the interdisciplinary field of psycholinguistics. It is directed at filling the reading needs of courses in departments of linguistics and of psychology, presenting an integrated overview of the ways in which both disciplines have investigated the learning, production, comprehension, storage and recall of natural languages. Also detailed are those research topics that have captured the interests of psycholinguists over the past few decades. Some current topics included are modularity vs interactionism, the role of parsing strategies in sentence comprehension, and accessing the mental lexicon in word recognition. Earlier topics that have attracted considerable energy not so long ago, such as sound symbolism and linguistic relativity, are also investigated in some detail. Psycholinguistics is an enquiry into the psychology of language, but the facts of language are what generate theories about why language is learned, produced and processed the way it is. Thus there is a wide array of examples from the languages of the world, intended to provide a feeling for what the nature and range of human language are like.

Recent Advances in Natural Language Processing III

Author : Nicolas Nicolov
Publisher : John Benjamins Publishing
ISBN 13 : 9027294682
Total Pages : 418 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Recent Advances in Natural Language Processing III by : Nicolas Nicolov

Download or read book Recent Advances in Natural Language Processing III written by Nicolas Nicolov and published by John Benjamins Publishing. This book was released on 2004-11-30 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together revised versions of a selection of papers presented at the 2003 International Conference on “Recent Advances in Natural Language Processing”. A wide range of topics is covered in the volume: semantics, dialogue, summarization, anaphora resolution, shallow parsing, morphology, part-of-speech tagging, named entity, question answering, word sense disambiguation, information extraction. Various ‘state-of-the-art’ techniques are explored: finite state processing, machine learning (support vector machines, maximum entropy, decision trees, memory-based learning, inductive logic programming, transformation-based learning, perceptions), latent semantic analysis, constraint programming. The papers address different languages (Arabic, English, German, Slavic languages) and use different linguistic frameworks (HPSG, LFG, constraint-based DCG). This book will be of interest to those who work in computational linguistics, corpus linguistics, human language technology, translation studies, cognitive science, psycholinguistics, artificial intelligence, and informatics.

The Handbook of Computational Linguistics and Natural Language Processing

Author : Alexander Clark
Publisher : John Wiley & Sons
ISBN 13 : 1118448677
Total Pages : 802 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis The Handbook of Computational Linguistics and Natural Language Processing by : Alexander Clark

Download or read book The Handbook of Computational Linguistics and Natural Language Processing written by Alexander Clark and published by John Wiley & Sons. This book was released on 2013-04-24 with total page 802 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP). Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forward Includes an introduction to the major theoretical issues in these fields, as well as the central engineering applications that the work has produced Presents the major developments in an accessible way, explaining the close connection between scientific understanding of the computational properties of natural language and the creation of effective language technologies Serves as an invaluable state-of-the-art reference source for computational linguists and software engineers developing NLP applications in industrial research and development labs of software companies