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Author :
Publisher :
ISBN 13 : 9781932432893
Total Pages : 1183 pages
Book Rating : 4.4/5 (328 download)
Download or read book Emnlp-Conll 2007 written by and published by . This book was released on 2007 with total page 1183 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Bengt Nordström
Publisher : Springer Science & Business Media
ISBN 13 : 3540852867
Total Pages : 522 pages
Book Rating : 4.5/5 (48 download)
Download or read book Advances in Natural Language Processing written by Bengt Nordström and published by Springer Science & Business Media. This book was released on 2008-08-13 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Natural Language Processing, GoTAL 2008, Gothenburg, Sweden, August 2008. The 44 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 107 submissions. The papers address all current issues in computational linguistics and monolingual and multilingual intelligent language processing - theory, methods and applications.
Author : Sandra Kubler
Publisher : Springer Nature
ISBN 13 : 3031021312
Total Pages : 115 pages
Book Rating : 4.0/5 (31 download)
Download or read book Dependency Parsing written by Sandra Kubler and published by Springer Nature. This book was released on 2022-05-31 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. After an introduction to dependency grammar and dependency parsing, followed by a formal characterization of the dependency parsing problem, the book surveys the three major classes of parsing models that are in current use: transition-based, graph-based, and grammar-based models. It continues with a chapter on evaluation and one on the comparison of different methods, and it closes with a few words on current trends and future prospects of dependency parsing. The book presupposes a knowledge of basic concepts in linguistics and computer science, as well as some knowledge of parsing methods for constituency-based representations. Table of Contents: Introduction / Dependency Parsing / Transition-Based Parsing / Graph-Based Parsing / Grammar-Based Parsing / Evaluation / Comparison / Final Thoughts
Author : Alexander Gelbukh
Publisher : Springer
ISBN 13 : 3642372562
Total Pages : 598 pages
Book Rating : 4.6/5 (423 download)
Download or read book Computational Linguistics and Intelligent Text Processing written by Alexander Gelbukh and published by Springer. This book was released on 2013-03-12 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set, consisting of LNCS 7816 and LNCS 7817, constitutes the thoroughly refereed proceedings of the 13th International Conference on Computer Linguistics and Intelligent Processing, CICLING 2013, held on Samos, Greece, in March 2013. The total of 91 contributions presented was carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections named: general techniques; lexical resources; morphology and tokenization; syntax and named entity recognition; word sense disambiguation and coreference resolution; semantics and discourse; sentiment, polarity, subjectivity, and opinion; machine translation and multilingualism; text mining, information extraction, and information retrieval; text summarization; stylometry and text simplification; and applications.
Author : João Silva
Publisher : Springer
ISBN 13 : 3319415522
Total Pages : 402 pages
Book Rating : 4.3/5 (194 download)
Download or read book Computational Processing of the Portuguese Language written by João Silva and published by Springer. This book was released on 2016-06-20 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Conference on Computational Processing of the Portuguese Language, PROPOR 2016, held in Tomar, Portugal, in July 2016. The 23 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 52 submissions. The papers are organized in topical sections named: language applications, language processing, and language resources.
Author : Nitin Indurkhya
Publisher : CRC Press
ISBN 13 : 142008593X
Total Pages : 704 pages
Book Rating : 4.4/5 (2 download)
Download or read book Handbook of Natural Language Processing written by Nitin Indurkhya and published by CRC Press. This book was released on 2010-02-22 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Natural Language Processing, Second Edition presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.New to the Second EditionGreater
Author : Nancy Ide
Publisher : Springer
ISBN 13 : 9402408819
Total Pages : 1440 pages
Book Rating : 4.4/5 (24 download)
Download or read book Handbook of Linguistic Annotation written by Nancy Ide and published by Springer. This book was released on 2017-06-16 with total page 1440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook offers a thorough treatment of the science of linguistic annotation. Leaders in the field guide the reader through the process of modeling, creating an annotation language, building a corpus and evaluating it for correctness. Essential reading for both computer scientists and linguistic researchers.Linguistic annotation is an increasingly important activity in the field of computational linguistics because of its critical role in the development of language models for natural language processing applications. Part one of this book covers all phases of the linguistic annotation process, from annotation scheme design and choice of representation format through both the manual and automatic annotation process, evaluation, and iterative improvement of annotation accuracy. The second part of the book includes case studies of annotation projects across the spectrum of linguistic annotation types, including morpho-syntactic tagging, syntactic analyses, a range of semantic analyses (semantic roles, named entities, sentiment and opinion), time and event and spatial analyses, and discourse level analyses including discourse structure, co-reference, etc. Each case study addresses the various phases and processes discussed in the chapters of part one.
Author : Nicholas Groom
Publisher : John Benjamins Publishing Company
ISBN 13 : 9027267901
Total Pages : 328 pages
Book Rating : 4.0/5 (272 download)
Download or read book Corpora, Grammar and Discourse written by Nicholas Groom and published by John Benjamins Publishing Company. This book was released on 2015-10-15 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Corpus linguistics has had a revolutionary impact on grammar and discourse research. Not only has it opened up entirely new theoretical perspectives and methodological possibilities for both fields, but it has also to a considerable extent erased the boundaries that have traditionally been drawn between them. This book showcases a variety of current corpus-based approaches to the study of grammar and discourse, and makes a case for seeing grammar and discourse as fundamentally inter-related phenomena. The book features contributions from leading experts in cognitive linguistics, construction grammar, critical discourse studies, genre and register analysis, phraseology, language learning and teaching, languages for specific purposes, second language acquisition, sociolinguistics, systemic functional linguistics and text linguistics. An essential reference point for future research, Corpora, Grammar and Discourse has been edited in honour of Susan Hunston, whose own work has consistently pushed at the boundaries of corpus-based research on grammar and discourse for over three decades.
Author : Bernardo Magnini
Publisher : Springer
ISBN 13 : 3642358284
Total Pages : 350 pages
Book Rating : 4.6/5 (423 download)
Download or read book Evaluation of Natural Language and Speech Tool for Italian written by Bernardo Magnini and published by Springer. This book was released on 2013-01-03 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: EVALITA (http://www.evalita.it/) is the reference evaluation campaign of both Natural Language Processing and Speech Technologies for the Italian language. The objective of the shared tasks proposed at EVALITA is to promote the development of language technologies for Italian, providing a common framework where different systems and approaches can be evaluated and compared in a consistent manner. This volume collects the final and extended contributions presented at EVALITA 2011, the third edition of the evaluation campaign. The 36 revised full papers were carefully reviewed and selected from a total of 87 submissions. The papers are organized in topical sections roughly corresponding to evaluation tasks: parsing - dependency parsing track, parsing - constituency parsing track, domain adaptation for dependency parsing, named entity recognition on transcribed broadcast news, cross-document coreference resolution of named person entities, anaphora resolution, supersense tagging, frame labeling over italian texts, lemmatisation, automatic speech recognition - large vocabulary transcription, forced alignment on spontaneous speech.
Author : Bing Liu
Publisher : Springer Science & Business Media
ISBN 13 : 3642194605
Total Pages : 637 pages
Book Rating : 4.6/5 (421 download)
Download or read book Web Data Mining written by Bing Liu and published by Springer Science & Business Media. This book was released on 2011-06-25 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: Liu has written a comprehensive text on Web mining, which consists of two parts. The first part covers the data mining and machine learning foundations, where all the essential concepts and algorithms of data mining and machine learning are presented. The second part covers the key topics of Web mining, where Web crawling, search, social network analysis, structured data extraction, information integration, opinion mining and sentiment analysis, Web usage mining, query log mining, computational advertising, and recommender systems are all treated both in breadth and in depth. His book thus brings all the related concepts and algorithms together to form an authoritative and coherent text. The book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners interested in Web mining and data mining both as a learning text and as a reference book. Professors can readily use it for classes on data mining, Web mining, and text mining. Additional teaching materials such as lecture slides, datasets, and implemented algorithms are available online.
Author : Wenliang Chen
Publisher : Springer
ISBN 13 : 9812875522
Total Pages : 149 pages
Book Rating : 4.8/5 (128 download)
Download or read book Semi-Supervised Dependency Parsing written by Wenliang Chen and published by Springer. This book was released on 2015-07-16 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive overview of semi-supervised approaches to dependency parsing. Having become increasingly popular in recent years, one of the main reasons for their success is that they can make use of large unlabeled data together with relatively small labeled data and have shown their advantages in the context of dependency parsing for many languages. Various semi-supervised dependency parsing approaches have been proposed in recent works which utilize different types of information gleaned from unlabeled data. The book offers readers a comprehensive introduction to these approaches, making it ideally suited as a textbook for advanced undergraduate and graduate students and researchers in the fields of syntactic parsing and natural language processing.
Author : Bing Liu
Publisher : Springer Nature
ISBN 13 : 3031021452
Total Pages : 167 pages
Book Rating : 4.0/5 (31 download)
Download or read book Sentiment Analysis and Opinion Mining written by Bing Liu and published by Springer Nature. This book was released on 2022-05-31 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences and social sciences due to its importance to business and society as a whole. The growing importance of sentiment analysis coincides with the growth of social media such as reviews, forum discussions, blogs, micro-blogs, Twitter, and social networks. For the first time in human history, we now have a huge volume of opinionated data recorded in digital form for analysis. Sentiment analysis systems are being applied in almost every business and social domain because opinions are central to almost all human activities and are key influencers of our behaviors. Our beliefs and perceptions of reality, and the choices we make, are largely conditioned on how others see and evaluate the world. For this reason, when we need to make a decision we often seek out the opinions of others. This is true not only for individuals but also for organizations. This book is a comprehensive introductory and survey text. It covers all important topics and the latest developments in the field with over 400 references. It is suitable for students, researchers and practitioners who are interested in social media analysis in general and sentiment analysis in particular. Lecturers can readily use it in class for courses on natural language processing, social media analysis, text mining, and data mining. Lecture slides are also available online. Table of Contents: Preface / Sentiment Analysis: A Fascinating Problem / The Problem of Sentiment Analysis / Document Sentiment Classification / Sentence Subjectivity and Sentiment Classification / Aspect-Based Sentiment Analysis / Sentiment Lexicon Generation / Opinion Summarization / Analysis of Comparative Opinions / Opinion Search and Retrieval / Opinion Spam Detection / Quality of Reviews / Concluding Remarks / Bibliography / Author Biography
Author : Pierre M. Nugues
Publisher : Springer
ISBN 13 : 3642414648
Total Pages : 675 pages
Book Rating : 4.6/5 (424 download)
Download or read book Language Processing with Perl and Prolog written by Pierre M. Nugues and published by Springer. This book was released on 2014-08-06 with total page 675 pages. Available in PDF, EPUB and Kindle. Book excerpt: The areas of natural language processing and computational linguistics have continued to grow in recent years, driven by the demand to automatically process text and spoken data. With the processing power and techniques now available, research is scaling up from lab prototypes to real-world, proven applications. This book teaches the principles of natural language processing, first covering practical linguistics issues such as encoding and annotation schemes, defining words, tokens and parts of speech and morphology, as well as key concepts in machine learning, such as entropy, regression and classification, which are used throughout the book. It then details the language-processing functions involved, including part-of-speech tagging using rules and stochastic techniques, using Prolog to write phase-structure grammars, syntactic formalisms and parsing techniques, semantics, predicate logic and lexical semantics and analysis of discourse and applications in dialogue systems. A key feature of the book is the author's hands-on approach throughout, with sample code in Prolog and Perl, extensive exercises, and a detailed introduction to Prolog. The reader is supported with a companion website that contains teaching slides, programs and additional material. The second edition is a complete revision of the techniques exposed in the book to reflect advances in the field the author redesigned or updated all the chapters, added two new ones and considerably expanded the sections on machine-learning techniques.
Author : Alexander Mehler
Publisher : Springer
ISBN 13 : 3642226132
Total Pages : 398 pages
Book Rating : 4.6/5 (422 download)
Download or read book Modeling, Learning, and Processing of Text-Technological Data Structures written by Alexander Mehler and published by Springer. This book was released on 2011-10-14 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers in many disciplines have been concerned with modeling textual data in order to account for texts as the primary information unit of written communication. The book “Modelling, Learning and Processing of Text-Technological Data Structures” deals with this challenging information unit. It focuses on theoretical foundations of representing natural language texts as well as on concrete operations of automatic text processing. Following this integrated approach, the present volume includes contributions to a wide range of topics in the context of processing of textual data. This relates to the learning of ontologies from natural language texts, the annotation and automatic parsing of texts as well as the detection and tracking of topics in texts and hypertexts. In this way, the book brings together a wide range of approaches to procedural aspects of text technology as an emerging scientific discipline.
Author : Jie Tang
Publisher : Springer Nature
ISBN 13 : 3030322335
Total Pages : 878 pages
Book Rating : 4.0/5 (33 download)
Download or read book Natural Language Processing and Chinese Computing written by Jie Tang and published by Springer Nature. This book was released on 2019-10-02 with total page 878 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set of LNAI 11838 and LNAI 11839 constitutes the refereed proceedings of the 8th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2019, held in Dunhuang, China, in October 2019. The 85 full papers and 56 short papers presented were carefully reviewed and selected from 492 submissions. They are organized in the following topical sections: Conversational Bot/QA/IR; Knowledge graph/IE; Machine Learning for NLP; Machine Translation; NLP Applications; NLP for Social Network; NLP Fundamentals; Text Mining; Short Papers; Explainable AI Workshop; Student Workshop: Evaluation Workshop.
Author : Bing Liu
Publisher : Cambridge University Press
ISBN 13 : 1107017890
Total Pages : 385 pages
Book Rating : 4.1/5 (7 download)
Download or read book Opinions, Sentiment, and Emotion in Text written by Bing Liu and published by Cambridge University Press. This book was released on 2015-06-04 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a comprehensive introduction to all the core areas and many emerging themes of sentiment analysis.
Author : Petr Sojka
Publisher : Springer Science & Business Media
ISBN 13 : 3642157599
Total Pages : 601 pages
Book Rating : 4.6/5 (421 download)
Download or read book Text, Speech and Dialogue written by Petr Sojka and published by Springer Science & Business Media. This book was released on 2010-08-30 with total page 601 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Text, Speech and Dialogue, TSD 2010, held in Brno, Czech Republic, September 2010. The 71 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 144 submissions. The topics of the conference include, but are not limited to text corpora and tagging, transcription problems in spoken corpora, sense disambiguation, links between text and speech oriented systems, parsing issues, multi-lingual issues, information retrieval and information extraction, text/topic summarization, machine translation, semantic web, speech modeling, speech recognition, search in speech for IR and IE, text-to-speech synthesis, emotions and personality modeling, user modeling, knowledge representation in relation to dialogue systems, assistive technologies based on speech and dialogue, applied systems and software, facial animation, as well as visual speech synthesis.
