Automatic Detection of Irony

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119671159
Total Pages : 216 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Automatic Detection of Irony by : Jihen Karoui

Download or read book Automatic Detection of Irony written by Jihen Karoui and published by John Wiley & Sons. This book was released on 2019-10-15 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, there has been a proliferation of opinion-heavy texts on the Web: opinions of Internet users, comments on social networks, etc. Automating the synthesis of opinions has become crucial to gaining an overview on a given topic. Current automatic systems perform well on classifying the subjective or objective character of a document. However, classifications obtained from polarity analysis remain inconclusive, due to the algorithms' inability to understand the subtleties of human language. Automatic Detection of Irony presents, in three stages, a supervised learning approach to predicting whether a tweet is ironic or not. The book begins by analyzing some everyday examples of irony and presenting a reference corpus. It then develops an automatic irony detection model for French tweets that exploits semantic traits and extralinguistic context. Finally, it presents a study of portability in a multilingual framework (Italian, English, Arabic).

Automatic Detection of Irony

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 178630399X
Total Pages : 210 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Automatic Detection of Irony by : Jihen Karoui

Download or read book Automatic Detection of Irony written by Jihen Karoui and published by John Wiley & Sons. This book was released on 2019-11-05 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, there has been a proliferation of opinion-heavy texts on the Web: opinions of Internet users, comments on social networks, etc. Automating the synthesis of opinions has become crucial to gaining an overview on a given topic. Current automatic systems perform well on classifying the subjective or objective character of a document. However, classifications obtained from polarity analysis remain inconclusive, due to the algorithms' inability to understand the subtleties of human language. Automatic Detection of Irony presents, in three stages, a supervised learning approach to predicting whether a tweet is ironic or not. The book begins by analyzing some everyday examples of irony and presenting a reference corpus. It then develops an automatic irony detection model for French tweets that exploits semantic traits and extralinguistic context. Finally, it presents a study of portability in a multilingual framework (Italian, English, Arabic).

Verbal Irony: Theories and Automatic Detection

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Publisher : GRIN Verlag
ISBN 13 : 3656093652
Total Pages : 35 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Verbal Irony: Theories and Automatic Detection by : Michael Fell

Download or read book Verbal Irony: Theories and Automatic Detection written by Michael Fell and published by GRIN Verlag. This book was released on 2012-01-02 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seminar paper from the year 2010 in the subject Speech Science / Linguistics, grade: 1,0, Saarland University (Computerlinguistik), course: Computational Approaches to Creative Language, language: English, abstract: Human communication often involves the use of irony. In many cases, it is far from obvious if an utterance is meant ironical or not. Context and world knowledge are needed to discriminate literal from ironic intent. Linguists have worked on describing the nature of irony and come up with ideas which reflect the intuitive understanding of irony. Parallely, computational linguists are confronted with the challenge of automatically detecting irony. When an utterance contains irony, the only chance of getting the intent, is understanding and interpreting the irony in it. I review different theories of irony in chapter 2. Chapter 3 describes the state-of-the-art of automatic irony detection, covers the importance of corpus study for future research and proposes a fusion between theory, corpus study and automatic detection.

Language Technologies for the Challenges of the Digital Age

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Publisher : Springer
ISBN 13 : 3319737066
Total Pages : 315 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Language Technologies for the Challenges of the Digital Age by : Georg Rehm

Download or read book Language Technologies for the Challenges of the Digital Age written by Georg Rehm and published by Springer. This book was released on 2018-01-05 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access volume constitutes the refereed proceedings of the 27th biennial conference of the German Society for Computational Linguistics and Language Technology, GSCL 2017, held in Berlin, Germany, in September 2017, which focused on language technologies for the digital age. The 16 full papers and 10 short papers included in the proceedings were carefully selected from 36 submissions. Topics covered include text processing of the German language, online media and online content, semantics and reasoning, sentiment analysis, and semantic web description languages.

Sentiment Analysis in Social Networks

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Publisher : Morgan Kaufmann
ISBN 13 : 0128044381
Total Pages : 286 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Sentiment Analysis in Social Networks by : Federico Alberto Pozzi

Download or read book Sentiment Analysis in Social Networks written by Federico Alberto Pozzi and published by Morgan Kaufmann. This book was released on 2016-10-06 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained even more value with the advent and growth of social networking. Sentiment Analysis in Social Networks begins with an overview of the latest research trends in the field. It then discusses the sociological and psychological processes underling social network interactions. The book explores both semantic and machine learning models and methods that address context-dependent and dynamic text in online social networks, showing how social network streams pose numerous challenges due to their large-scale, short, noisy, context- dependent and dynamic nature. Further, this volume: - Takes an interdisciplinary approach from a number of computing domains, including natural language processing, machine learning, big data, and statistical methodologies - Provides insights into opinion spamming, reasoning, and social network analysis - Shows how to apply sentiment analysis tools for a particular application and domain, and how to get the best results for understanding the consequences - Serves as a one-stop reference for the state-of-the-art in social media analytics - Takes an interdisciplinary approach from a number of computing domains, including natural language processing, big data, and statistical methodologies - Provides insights into opinion spamming, reasoning, and social network mining - Shows how to apply opinion mining tools for a particular application and domain, and how to get the best results for understanding the consequences - Serves as a one-stop reference for the state-of-the-art in social media analytics

WSDM'15

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Publisher :
ISBN 13 : 9781450333177
Total Pages : 466 pages
Book Rating : 4.3/5 (331 download)

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Book Synopsis WSDM'15 by : Xueqi Cheng

Download or read book WSDM'15 written by Xueqi Cheng and published by . This book was released on 2015 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Speech and Computer

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Publisher : Springer Nature
ISBN 13 : 3030602761
Total Pages : 704 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Speech and Computer by : Alexey Karpov

Download or read book Speech and Computer written by Alexey Karpov and published by Springer Nature. This book was released on 2020-10-04 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 22nd International Conference on Speech and Computer, SPECOM 2020, held in St. Petersburg, Russia, in October 2020. The 65 papers presented were carefully reviewed and selected from 160 submissions. The papers present current research in the area of computer speech processing including speech science, speech technology, natural language processing, human-computer interaction, language identification, multimedia processing, human-machine interaction, deep learning for audio processing, computational paralinguistics, affective computing, speech and language resources, speech translation systems, text mining and sentiment analysis, voice assistants, etc. Due to the Corona pandemic SPECOM 2020 was held as a virtual event.

Computational Processing of the Portuguese Language

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Publisher : Springer Nature
ISBN 13 : 3030415058
Total Pages : 432 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Computational Processing of the Portuguese Language by : Paulo Quaresma

Download or read book Computational Processing of the Portuguese Language written by Paulo Quaresma and published by Springer Nature. This book was released on 2020-02-24 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 14th International Conference on Computational Processing of the Portuguese Language, PROPOR 2020, held in Evora, Portugal, in March 2020. The 36 full papers presented together with 5 short papers were carefully reviewed and selected from 70 submissions. They are grouped in topical sections on speech processing; resources and evaluation; natural language processing applications; semantics; natural language processing tasks; and multilinguality.

The Routledge Handbook of Language and Humor

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Publisher : Taylor & Francis
ISBN 13 : 1317551168
Total Pages : 556 pages
Book Rating : 4.3/5 (175 download)

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Book Synopsis The Routledge Handbook of Language and Humor by : Salvatore Attardo

Download or read book The Routledge Handbook of Language and Humor written by Salvatore Attardo and published by Taylor & Francis. This book was released on 2017-02-17 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Language and Humor presents the first ever comprehensive, in-depth treatment of all the sub-fields of the linguistics of humor, broadly conceived as the intersection of the study of language and humor. The reader will find a thorough historical, terminological, and theoretical introduction to the field, as well as detailed treatments of the various approaches to language and humor. Deliberately comprehensive and wide-ranging, the handbook includes chapter-long treatments on the traditional topics covered by language and humor (e.g., teasing, laughter, irony, psycholinguistics, discourse analysis, the major linguistic theories of humor, translation) but also cutting-edge treatments of internet humor, cognitive linguistics, relevance theoretic, and corpus-assisted models of language and humor. Some chapters, such as the variationist sociolinguistcs, stylistics, and politeness are the first-ever syntheses of that particular subfield. Clusters of related chapters, such as conversation analysis, discourse analysis and corpus-assisted analysis allow multiple perspectives on complex trans-disciplinary phenomena. This handbook is an indispensable reference work for all researchers interested in the interplay of language and humor, within linguistics, broadly conceived, but also in neighboring disciplines such as literary studies, psychology, sociology, anthropology, etc. The authors are among the most distinguished scholars in their fields.

Irony in Language and Thought

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Publisher : Psychology Press
ISBN 13 : 0805860622
Total Pages : 619 pages
Book Rating : 4.8/5 (58 download)

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Book Synopsis Irony in Language and Thought by : Raymond W. Gibbs

Download or read book Irony in Language and Thought written by Raymond W. Gibbs and published by Psychology Press. This book was released on 2007 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: Irony in Language and Thought assembles an interdisciplinary collection of seminal empirical and theoretical papers on irony in language and thought into one comprehensive book. A much-needed resource in the area of figurative language, this volume centers on a theme from cognitive science - that irony is a fundamental way of thinking about the human experience. The editors lend perspective in the form of opening and closing chapters, which enable readers to see how such works have furthered the field, as well as to inspire present and future scholars. Featured articles focus on the following topics: theories of irony, addressing primarily comprehension of its verbal form context in irony comprehension social functions of irony the development of irony understanding situational irony. Scholars and students in psychology, linguistics, philosophy, literature, anthropology, artificial intelligence, art, and communications will consider this book an excellent resource. It serves as an ideal supplement in courses that present major ideas in language and thought.

Emerging Trends in Engineering, Science and Technology for Society, Energy and Environment

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Publisher : CRC Press
ISBN 13 : 1351124137
Total Pages : 1063 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Emerging Trends in Engineering, Science and Technology for Society, Energy and Environment by : Rajesh Vanchipura

Download or read book Emerging Trends in Engineering, Science and Technology for Society, Energy and Environment written by Rajesh Vanchipura and published by CRC Press. This book was released on 2018-08-06 with total page 1063 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Conference on Emerging Trends in Engineering, Science and Technology (ICETEST) was held at the Government Engineering College, Thrissur, Kerala, India, from 18th to 20th January 2018, with the theme, “Society, Energy and Environment”, covering related topics in the areas of Civil Engineering, Mechanical Engineering, Electrical Engineering, Chemical Engineering, Electronics & Communication Engineering, Computer Science and Architecture. Conflict between energy and environment has been of global significance in recent years. Academic research needs to support the industry and society through socially and environmentally sustainable outcomes. ICETEST 2018 was organized with this specific objective. The conference provided a platform for researchers from different domains, to discuss and disseminate their findings. Outstanding speakers, faculties, and scholars from different parts of the world presented their research outcomes in modern technologies using sustainable technologies.

ICASISET 2020

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Publisher : European Alliance for Innovation
ISBN 13 : 1631902865
Total Pages : 891 pages
Book Rating : 4.6/5 (319 download)

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Book Synopsis ICASISET 2020 by : Mahalingam Sundhararajan

Download or read book ICASISET 2020 written by Mahalingam Sundhararajan and published by European Alliance for Innovation. This book was released on 2021-01-27 with total page 891 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are delighted to introduce the proceedings of the first edition of the 2020 European Alliance for Innovation (EAI) International Conference on Advanced Scientific Innovation in Science, Engineering and Technology. This conference has brought innovative academics, industrial experts researchers, developers and practitioners around the world in the field of Science, Engineering and Technology to a common forum. The technical program of ICASISET 2020 consisted of 97 full papers, including 6 invited papers in oral presentation sessions at the main conference tracks. The conference tracks were: Innovative Computing, Advanced innovation technology in Communication, Industry automation, hydrogen hybrid machine, computing in medical applications, Image processing and Internet of Things (IoT) and application. Aside from the high-quality technical paper presentations, the technical program also featured two keynote speeches, one invited talk and two technical workshops. The two keynote speeches were Dr. Hoshang Kolivand, Senior Lecturer, Liverpool John moores University, United Kingdom and Dr. Sheldon Williamson from Canada Research Chair in Electric Energy Storage Systems for Transportation Electrification and Professor in the Department of Electrical, Computer and Software Engineering, Ontario Tech University. The two workshops organized were in the topics of Machine learning and Industrial applications. The workshop aimed to gain insights into key challenges, understanding and design criteria of employing recent technologies to develop and implement computational techniques and applications.

Proceedings of Second Doctoral Symposium on Computational Intelligence

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Publisher : Springer Nature
ISBN 13 : 9811633460
Total Pages : 902 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of Second Doctoral Symposium on Computational Intelligence by : Deepak Gupta

Download or read book Proceedings of Second Doctoral Symposium on Computational Intelligence written by Deepak Gupta and published by Springer Nature. This book was released on 2021-09-19 with total page 902 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features high-quality research papers presented at Second Doctoral Symposium on Computational Intelligence (DoSCI-2021), organized by Institute of Engineering and Technology (IET), AKTU, Lucknow, India, on 6 March 2021. This book discusses the topics such as computational intelligence, artificial intelligence, deep learning, evolutionary algorithms, swarm intelligence, fuzzy sets and vague sets, rough set theoretic approaches, quantum-inspired computational intelligence, hybrid computational intelligence, machine learning, computer vision, soft computing, distributed computing, parallel and grid computing, cloud computing, high-performance computing, biomedical computing, decision support and decision making.

14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019)

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Publisher : Springer
ISBN 13 : 3030200558
Total Pages : 617 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) by : Francisco Martínez Álvarez

Download or read book 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) written by Francisco Martínez Álvarez and published by Springer. This book was released on 2019-04-30 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes 57 papers presented at the SOCO 2019 conference held in the historic city of Seville (Spain), in May 2019. Soft computing represents a set of computational techniques in machine learning, computer science and various engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. The selection of papers was extremely rigorous in order to maintain the high quality of the conference, which featured a number of special sessions, including sessions on: Soft Computing Methods in Manufacturing and Management Systems; Soft Computing Applications in the Field of Industrial and Environmental Enterprises; Optimization, Modeling and Control by Soft Computing Techniques; and Soft Computing in Aerospace, Mechanical and Civil Engineering: New methods and Industrial Applications.

Natural Language Processing and Information Systems

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Publisher : Springer Nature
ISBN 13 : 303135320X
Total Pages : 613 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Natural Language Processing and Information Systems by : Elisabeth Métais

Download or read book Natural Language Processing and Information Systems written by Elisabeth Métais and published by Springer Nature. This book was released on 2023-06-13 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, held in Derby, UK, in June 21–23, 2023 The 31 full papers and 14 short papers included in this book were carefully reviewed and selected from 89 submissions. They focus on the developments of the application of natural language to databases and information systems in the wider meaning of the term.

Computational Intelligence in Data Science

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Publisher : Springer Nature
ISBN 13 : 3030634671
Total Pages : 338 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Computational Intelligence in Data Science by : Aravindan Chandrabose

Download or read book Computational Intelligence in Data Science written by Aravindan Chandrabose and published by Springer Nature. This book was released on 2020-11-20 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the Third IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2020, held in Chennai, India, in February 2020. The 19 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: computational intelligence for text analysis; computational intelligence for image and video analysis; and data science.

Natural Language Processing for Social Media

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Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681736136
Total Pages : 197 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Natural Language Processing for Social Media by : Atefeh Farzindar

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.