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Author : Chu-Ren Huang
Publisher :
ISBN 13 :
Total Pages : 242 pages
Book Rating : 4.F/5 ( download)
Download or read book Computational Linguistics and Beyond written by Chu-Ren Huang and published by . This book was released on 2004 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Eileen Fitzpatrick
Publisher : Rodopi
ISBN 13 : 9042021357
Total Pages : 289 pages
Book Rating : 4.0/5 (42 download)
Download or read book Corpus Linguistics Beyond the Word written by Eileen Fitzpatrick and published by Rodopi. This book was released on 2007 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume will be of particular interest to readers interested in expanding the applications of corpus linguistics techniques through new tools and approaches. The text includes selected papers from the Fifth North American Symposium, hosted by the Linguistics Department at Montclair State University in Montclair New Jersey in May 2004. The symposium papers represented several areas of corpus studies including language development, syntactic analysis, pragmatics and discourse, language change, register variation, corpus creation and annotation, and practical applications of corpus work, primarily in language teaching, but also in medical training and machine translation. A common thread through most of the papers was the use of corpora to study domains longer than the word. Not surprisingly, fully half of the papers deal with the computational tools and linguistic strategies needed to search for and analyze these longer spans of language while most of the remaining papers examine particular syntactic and rhetorical properties of one or more corpora.
Author : Alexander Gelbukh
Publisher : Springer
ISBN 13 : 3642003826
Total Pages : 619 pages
Book Rating : 4.6/5 (42 download)
Download or read book Computational Linguistics and Intelligent Text Processing written by Alexander Gelbukh and published by Springer. This book was released on 2009-02-17 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: th CICLing 2009 markedthe 10 anniversary of the Annual Conference on Intel- gent Text Processing and Computational Linguistics. The CICLing conferences provide a wide-scope forum for the discussion of the art and craft of natural language processing research as well as the best practices in its applications. This volume contains ?ve invited papers and the regular papers accepted for oral presentation at the conference. The papers accepted for poster presentation were published in a special issue of another journal (see the website for more information). Since 2001, the proceedings of CICLing conferences have been published in Springer’s Lecture Notes in Computer Science series, as volumes 2004, 2276, 2588, 2945, 3406, 3878, 4394, and 4919. This volume has been structured into 12 sections: – Trends and Opportunities – Linguistic Knowledge Representation Formalisms – Corpus Analysis and Lexical Resources – Extraction of Lexical Knowledge – Morphology and Parsing – Semantics – Word Sense Disambiguation – Machine Translation and Multilinguism – Information Extraction and Text Mining – Information Retrieval and Text Comparison – Text Summarization – Applications to the Humanities A total of 167 papers by 392 authors from 40 countries were submitted for evaluation by the International Program Committee, see Tables 1 and 2. This volume contains revised versions of 44 papers, by 120 authors, selected for oral presentation; the acceptance rate was 26. 3%.
Author : Roland Hausser
Publisher : Springer Science & Business Media
ISBN 13 : 3662039206
Total Pages : 541 pages
Book Rating : 4.6/5 (62 download)
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.
Author : Pascual Pérez-Paredes
Publisher : John Benjamins Publishing Company
ISBN 13 : 902725849X
Total Pages : 267 pages
Book Rating : 4.0/5 (272 download)
Download or read book Beyond Concordance Lines written by Pascual Pérez-Paredes and published by John Benjamins Publishing Company. This book was released on 2021-12-15 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: In over 30 years of data-driven learning (DDL) research, there has been a growing sophistication in the ways we collect, analyse, and put corpus data to use. This volume takes a three-fold perspective on DDL. It first looks at DDL and its role in informing language learning theory and how it might shed light on the language development process; secondly it addresses how DDL can help us characterise learner language and inform teaching accordingly, and thirdly it showcases practical applications for the use of DDL in classrooms. The contributors to this volume examine a variety of instructional settings and languages across the world. They reflect on theoretical, methodological and classroom implications using both novel and established language learning theories, natural language processing (NLP), longitudinal research designs, and a variety of language learning targets. The present volume is an invitation from some of the leading researchers in DDL to reflect on the research avenues that will define the field in the coming years.
Author : Mohammad Taher Pilehvar
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1636390226
Total Pages : 177 pages
Book Rating : 4.6/5 (363 download)
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.
Author :
Publisher : Information Science Reference
ISBN 13 : 9781466660458
Total Pages : pages
Book Rating : 4.6/5 (64 download)
Download or read book Computational Linguistics written by and published by Information Science Reference. This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Nina Tahmasebi
Publisher : Language Science Press
ISBN 13 : 3961103127
Total Pages : 396 pages
Book Rating : 4.9/5 (611 download)
Download or read book Computational approaches to semantic change written by Nina Tahmasebi and published by Language Science Press. This book was released on 2021-08-30 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic change — how the meanings of words change over time — has preoccupied scholars since well before modern linguistics emerged in the late 19th and early 20th century, ushering in a new methodological turn in the study of language change. Compared to changes in sound and grammar, semantic change is the least understood. Ever since, the study of semantic change has progressed steadily, accumulating a vast store of knowledge for over a century, encompassing many languages and language families. Historical linguists also early on realized the potential of computers as research tools, with papers at the very first international conferences in computational linguistics in the 1960s. Such computational studies still tended to be small-scale, method-oriented, and qualitative. However, recent years have witnessed a sea-change in this regard. Big-data empirical quantitative investigations are now coming to the forefront, enabled by enormous advances in storage capability and processing power. Diachronic corpora have grown beyond imagination, defying exploration by traditional manual qualitative methods, and language technology has become increasingly data-driven and semantics-oriented. These developments present a golden opportunity for the empirical study of semantic change over both long and short time spans. A major challenge presently is to integrate the hard-earned knowledge and expertise of traditional historical linguistics with cutting-edge methodology explored primarily in computational linguistics. The idea for the present volume came out of a concrete response to this challenge. The 1st International Workshop on Computational Approaches to Historical Language Change (LChange'19), at ACL 2019, brought together scholars from both fields. This volume offers a survey of this exciting new direction in the study of semantic change, a discussion of the many remaining challenges that we face in pursuing it, and considerably updated and extended versions of a selection of the contributions to the LChange'19 workshop, addressing both more theoretical problems — e.g., discovery of "laws of semantic change" — and practical applications, such as information retrieval in longitudinal text archives.
Author : Atefeh Farzindar
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681736136
Total Pages : 197 pages
Book Rating : 4.6/5 (817 download)
Download or read book Natural Language Processing for Social Media written by Atefeh Farzindar and published by Morgan & Claypool Publishers. This book was released on 2017-12-15 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been increasingly focusing on the latter's impact on our daily lives, both on a personal and a professional level. Natural language processing (NLP) is one of the most promising avenues for social media data processing. It is a scientific challenge to develop powerful methods and algorithms which extract relevant information from a large volume of data coming from multiple sources and languages in various formats or in free form. We discuss the challenges in analyzing social media texts in contrast with traditional documents. Research methods in information extraction, automatic categorization and clustering, automatic summarization and indexing, and statistical machine translation need to be adapted to a new kind of data. This book reviews the current research on NLP tools and methods for processing the non-traditional information from social media data that is available in large amounts (big data), and shows how innovative NLP approaches can integrate appropriate linguistic information in various fields such as social media monitoring, healthcare, business intelligence, industry, marketing, and security and defence. We review the existing evaluation metrics for NLP and social media applications, and the new efforts in evaluation campaigns or shared tasks on new datasets collected from social media. Such tasks are organized by the Association for Computational Linguistics (such as SemEval tasks) or by the National Institute of Standards and Technology via the Text REtrieval Conference (TREC) and the Text Analysis Conference (TAC). In the concluding chapter, we discuss the importance of this dynamic discipline and its great potential for NLP in the coming decade, in the context of changes in mobile technology, cloud computing, virtual reality, and social networking. In this second edition, we have added information about recent progress in the tasks and applications presented in the first edition. We discuss new methods and their results. The number of research projects and publications that use social media data is constantly increasing due to continuously growing amounts of social media data and the need to automatically process them. We have added 85 new references to the more than 300 references from the first edition. Besides updating each section, we have added a new application (digital marketing) to the section on media monitoring and we have augmented the section on healthcare applications with an extended discussion of recent research on detecting signs of mental illness from social media.
Author : Jason Kandybowicz
Publisher : Language Science Press
ISBN 13 : 3961100365
Total Pages : 460 pages
Book Rating : 4.9/5 (611 download)
Download or read book African linguistics on the prairie written by Jason Kandybowicz and published by Language Science Press. This book was released on 2018-06-15 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: African Linguistics on the Prairie features select revised peer-reviewed papers from the 45th Annual Conference on African Linguistics, held at the University of Kansas. The articles in this volume reflect the enormous diversity of African languages, as they focus on languages from all of the major African language phyla. The articles here also reflect the many different research perspectives that frame the work of linguists in the Association for Contemporary African Linguistics. The diversity of views presented in this volume are thus indicative of the vitality of current African linguistics research. The work presented in this volume represents both descriptive and theoretical methodologies and covers fields ranging from phonetics, phonology, morphology, typology, syntax, and semantics to sociolinguistics, discourse analysis, language acquisition, computational linguistics and beyond. This broad scope and the quality of the articles contained within holds out the promise of continued advancement in linguistic research on African languages.
Author : Emily M. Bender
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627050124
Total Pages : 186 pages
Book Rating : 4.6/5 (27 download)
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
Author : Björn Schuller
Publisher : John Wiley & Sons
ISBN 13 : 1118706625
Total Pages : 330 pages
Book Rating : 4.1/5 (187 download)
Download or read book Computational Paralinguistics written by Björn Schuller and published by John Wiley & Sons. This book was released on 2013-09-17 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the methods, tools and techniques that are currently being used to recognise (automatically) the affect, emotion, personality and everything else beyond linguistics (‘paralinguistics’) expressed by or embedded in human speech and language. It is the first book to provide such a systematic survey of paralinguistics in speech and language processing. The technology described has evolved mainly from automatic speech and speaker recognition and processing, but also takes into account recent developments within speech signal processing, machine intelligence and data mining. Moreover, the book offers a hands-on approach by integrating actual data sets, software, and open-source utilities which will make the book invaluable as a teaching tool and similarly useful for those professionals already in the field. Key features: Provides an integrated presentation of basic research (in phonetics/linguistics and humanities) with state-of-the-art engineering approaches for speech signal processing and machine intelligence. Explains the history and state of the art of all of the sub-fields which contribute to the topic of computational paralinguistics. C overs the signal processing and machine learning aspects of the actual computational modelling of emotion and personality and explains the detection process from corpus collection to feature extraction and from model testing to system integration. Details aspects of real-world system integration including distribution, weakly supervised learning and confidence measures. Outlines machine learning approaches including static, dynamic and context‐sensitive algorithms for classification and regression. Includes a tutorial on freely available toolkits, such as the open-source ‘openEAR’ toolkit for emotion and affect recognition co-developed by one of the authors, and a listing of standard databases and feature sets used in the field to allow for immediate experimentation enabling the reader to build an emotion detection model on an existing corpus.
Author : Willem Meijs
Publisher : Rodopi
ISBN 13 : 9789062035694
Total Pages : 320 pages
Book Rating : 4.0/5 (356 download)
Download or read book Corpus Linguistics and Beyond written by Willem Meijs and published by Rodopi. This book was released on 1987 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Braj B. Kachru
Publisher : Hong Kong University Press
ISBN 13 : 9622096654
Total Pages : 358 pages
Book Rating : 4.6/5 (22 download)
Download or read book Asian Englishes written by Braj B. Kachru and published by Hong Kong University Press. This book was released on 2005-02-01 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides crucial reading for students and researchers of world Englishes. It is an insightful and provocative study of the forms and functions of English in Asia, its acculturation and nativization, and the innovative dimensions of Asian creativity. It contextualizes a variety of theoretical, applied and ideological issues with refreshing interpretations and reevaluations and can be used both as a classroom text and a resource volume.
Author : Elisa Di Domenico
Publisher : John Benjamins Publishing Company
ISBN 13 : 9027268460
Total Pages : 449 pages
Book Rating : 4.0/5 (272 download)
Download or read book Structures, Strategies and Beyond written by Elisa Di Domenico and published by John Benjamins Publishing Company. This book was released on 2015-08-15 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume contains 18 contributions from senior and junior scholars covering core issues within the theoretical investigation of the architecture and the mechanisms of the faculty of language, with particular emphasis on the computational component. They all pursue a comparative approach, investigating and comparing different languages and dialects or comparing different modes of acquisition, as in Adriana Belletti’s work, to whom the volume is dedicated. The papers in the first part (by Chomsky, Rizzi, Bianchi & Chesi, Cinque, Costa, Calabrese) deal with theoretical issues such as labeling, the cartography of structures and the locality of derivations in a broad sense. The papers in the second part (by Haegeman & Lohndal, Delfitto & Fiorin, Cruschina, Lahousse, Di Domenico and Contemori, Dal Pozzo & Matteini) concentrate on the realization of structure relative to discourse, particularly on topic and focus positions in the vP periphery, and on referential dependencies. The third part collects papers (by Cardinaletti & Volpato, Friedmann, Yachini & Szterman, Snyder & Hyams, Hamann & Tuller, Cecchetto & Donati, Grewendorf & Poletto) that specifically target intervention effects in relative clauses as apparent in different structures, different languages, and different populations.
Author : Andreas Hölzl
Publisher : Language Science Press
ISBN 13 : 3961101027
Total Pages : 546 pages
Book Rating : 4.9/5 (611 download)
Download or read book A typology of questions in Northeast Asia and beyond written by Andreas Hölzl and published by Language Science Press. This book was released on 2018-08-29 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study investigates the distribution of linguistic and specifically structural diversity in Northeast Asia (NEA), defined as the region north of the Yellow River and east of the Yenisei. In particular, it analyzes what is called the grammar of questions (GQ), i.e., those aspects of any given language that are specialized for asking questions or regularly combine with these. The bulk of the study is a bottom-up description and comparison of GQs in the languages of NEA. The addition of the phrase and beyond to the title of this study serves two purposes. First, languages such as Turkish and Chuvash are included, despite the fact that they are spoken outside of NEA, since they have ties to (or even originated in) the region. Second, despite its focus on one area, the typology is intended to be applicable to other languages as well. Therefore, it makes extensive use of data from languages outside of NEA. The restriction to one category is necessary for reasons of space and clarity, and the process of zooming in on one region allows a higher resolution and historical accuracy than is usually the case in linguistic typology. The discussion mentions over 450 languages and dialects from NEA and beyond and gives about 900 glossed examples. The aim is to achieve both a cross-linguistically plausible typology and a maximal resolution of the linguistic diversity of Northeast Asia.
Author : Gérard Huet
Publisher : Springer
ISBN 13 : 3642001556
Total Pages : 439 pages
Book Rating : 4.6/5 (42 download)
Download or read book Sanskrit Computational Linguistics written by Gérard Huet and published by Springer. This book was released on 2009-02-18 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the thoroughly refereed post-conference proceedings of the First and Second International Symposia on Sanskrit Computational Linguistics, held in Rocquencourt, France, in October 2007 and in Providence, RI, USA, in May 2008 respectively. The 11 revised full papers of the first and the 12 revised papers of the second symposium presented with an introduction and a keynote talk were carefully reviewed and selected from the lectures given at both events. The papers address several topics such as the structure of the Paninian grammatical system, computational linguistics, lexicography, lexical databases, formal description of sanskrit grammar, phonology and morphology, machine translation, philology, and OCR.
