The Making and Breaking of Classification Models in Linguistics PDF Download
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Author: Jane Klavan
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110665182
Category : Language Arts & Disciplines
Languages : en
Pages : 262
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Book Description
The book provides a methodological blueprint for the study of constructional alternations – using corpus-linguistic methods in combination with different types of experimental data. The book looks at a case study from Estonian. This morphologically rich language is typologically different from Indo-European languages such as English. Corpus-based studies allow us to detect patterns in the data and determine what is typical in the language. Experiments are needed to determine the upper and lower limits of human classification behaviour. They give us an idea of what is possible in a language and show how human classification behaviour is susceptible to more variation than corpus-based models lead us to believe. Corpora and forced choice data tell us that when we produce language, we prefer one construction. Acceptability judgement data tell us that when we comprehend language, we judge both constructions as acceptable. The book makes a theoretical contribution to the what, why, and how of constructional alternations.
Author: Jane Klavan
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110665182
Category : Language Arts & Disciplines
Languages : en
Pages : 262
Get Book Here
Book Description
The book provides a methodological blueprint for the study of constructional alternations – using corpus-linguistic methods in combination with different types of experimental data. The book looks at a case study from Estonian. This morphologically rich language is typologically different from Indo-European languages such as English. Corpus-based studies allow us to detect patterns in the data and determine what is typical in the language. Experiments are needed to determine the upper and lower limits of human classification behaviour. They give us an idea of what is possible in a language and show how human classification behaviour is susceptible to more variation than corpus-based models lead us to believe. Corpora and forced choice data tell us that when we produce language, we prefer one construction. Acceptability judgement data tell us that when we comprehend language, we judge both constructions as acceptable. The book makes a theoretical contribution to the what, why, and how of constructional alternations.
Author: Jane Klavan
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110668467
Category : Language Arts & Disciplines
Languages : en
Pages : 250
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Book Description
The book provides a methodological blueprint for the study of constructional alternations – using corpus-linguistic methods in combination with different types of experimental data. The book looks at a case study from Estonian. This morphologically rich language is typologically different from Indo-European languages such as English. Corpus-based studies allow us to detect patterns in the data and determine what is typical in the language. Experiments are needed to determine the upper and lower limits of human classification behaviour. They give us an idea of what is possible in a language and show how human classification behaviour is susceptible to more variation than corpus-based models lead us to believe. Corpora and forced choice data tell us that when we produce language, we prefer one construction. Acceptability judgement data tell us that when we comprehend language, we judge both constructions as acceptable. The book makes a theoretical contribution to the what, why, and how of constructional alternations.
Author: Astrid Guillaume
Publisher: John Wiley & Sons
ISBN: 1786305798
Category : Science
Languages : en
Pages : 240
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Book Description
This book demonstrates the federative power of the methodology of the sciences of culture by exploiting its critical, historical, and comparative principles to address both cultural objects and disciplines that report on them. Scientific activity is rethought in its dimension of interpretative act responsible for both the human and the non-human. This book fills a gap by reconnecting in an innovative and original way the scientific, artistic and ethico-political spheres.
Author: Hirohiko Mori
Publisher: Springer Nature
ISBN: 3031480449
Category : Computers
Languages : en
Pages : 485
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Book Description
This seven-volume set LNCS 14054-14060 constitutes the proceedings of the 25th International Conference, HCI International 2023, in Copenhagen, Denmark, in July 2023. For the HCCII 2023 proceedings, a total of 1578 papers and 396 posters was carefully reviewed and selected from 7472 submissions. Additionally, 267 papers and 133 posters are included in the volumes of the proceedings published after the conference, as “Late Breaking Work”. These papers were organized in the following topical sections: HCI Design and User Experience; Cognitive Engineering and Augmented Cognition; Cultural Issues in Design; Technologies for the Aging Population; Accessibility and Design for All; Designing for Health and Wellbeing; Information Design, Visualization, Decision-making and Collaboration; Social Media, Creative Industries and Cultural Digital Experiences; Digital Human Modeling, Ergonomics and Safety; HCI in Automated Vehicles and Intelligent Transportation; Sustainable Green Smart Cities and Smart Industry; eXtended Reality Interactions; Gaming and Gamification Experiences; Interacting with Artificial Intelligence; Security, Privacy, Trust and Ethics; Learning Technologies and Learning Experiences; eCommerce, Digital Marketing and eFinance.
Author: Teresa Fanego
Publisher: Cambridge Scholars Publishing
ISBN: 1443862525
Category : Language Arts & Disciplines
Languages : en
Pages : 310
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Book Description
This volume offers a representative selection of the papers presented at the Third ELC International Postgraduate Conference on Language and Cognition (ELC3), held in Santiago de Compostela, 21–22 September 2012. The book is structured into four parts. Part I comprises syntactic studies on the auxiliary verb get in Indian English, the grammar of verbs capable of occurring with or without an object in Contemporary English, and isolated if-clauses. Part II includes two papers dealing with word formation patterns and with crosslinguistic influences on motion expression in English and Spanish. The studies in Part III discuss topics related to second language acquisition, such as the difficulties encountered by Spanish speakers in learning English pronunciation, verbal morphology production by Japanese learners of English, and the effects of elicitation on students’ production of English past tense forms. The papers in Part IV revolve around discourse analysis and psycholinguistics, addressing topics such as automatic sentiment detection, perspectival construal patterns in language and cognition, and the effect of emotional valence on disambiguation processes.
Author: Emanuel J. Drechsel
Publisher: Cambridge University Press
ISBN: 1108967590
Category : Language Arts & Disciplines
Languages : en
Pages : 440
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Book Description
Wilhelm von Humboldt (1767–1835), an early pioneer in the philosophy of language, linguistic and educational theory, was not only one of the first European linguists to identify human language as a rule-governed system –the foundational premise of Noam Chomsky's generative theory – or to reflect on cognition in studying language; he was also a major scholar of Indigenous American languages. However, with his famous naturalist brother Alexander 'stealing the show,' Humboldt's contributions to linguistics and anthropology have remained understudied in English until today. Drechsel's unique book addresses this gap by uncovering and examining Humboldt's influences on diverse issues in nineteenth-century American linguistics, from Peter S. Duponceau to the early Boasians, including Edward Sapir. This study shows how Humboldt's ideas have shaped the field in multiple ways. Shining a light on one of the early innovators of linguistics, it is essential reading for anyone interested in the history of the field.
Author: Le-Minh Nguyen
Publisher: Springer Nature
ISBN: 9811561680
Category : Computers
Languages : en
Pages : 525
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Book Description
This book constitutes the refereed proceedings of the 16th International Conference of the Pacific Association for Computational Linguistics, PACLING 2019, held in Hanoi, Vietnam, in October 2019. The 28 full papers and 14 short papers presented were carefully reviewed and selected from 70 submissions. The papers are organized in topical sections on text summarization; relation and word embedding; machine translation; text classification; web analyzing; question and answering, dialog analyzing; speech and emotion analyzing; parsing and segmentation; information extraction; and grammar error and plagiarism detection.
Author: Ruth M. Stone
Publisher: Routledge
ISBN: 1317343131
Category : Music
Languages : en
Pages : 257
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Book Description
For courses in ethnomusicological theory. This book covers ethnomusicological theory, exploring some of the underpinnings of different approaches and analyzing differences and commonalities in these orientations. This text addresses how ethnomusicologists have used and applied these theories in ethnographic research.
Author: Emil Hvitfeldt
Publisher: CRC Press
ISBN: 1000461971
Category : Computers
Languages : en
Pages : 402
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Book Description
Text data is important for many domains, from healthcare to marketing to the digital humanities, but specialized approaches are necessary to create features for machine learning from language. Supervised Machine Learning for Text Analysis in R explains how to preprocess text data for modeling, train models, and evaluate model performance using tools from the tidyverse and tidymodels ecosystem. Models like these can be used to make predictions for new observations, to understand what natural language features or characteristics contribute to differences in the output, and more. If you are already familiar with the basics of predictive modeling, use the comprehensive, detailed examples in this book to extend your skills to the domain of natural language processing. This book provides practical guidance and directly applicable knowledge for data scientists and analysts who want to integrate unstructured text data into their modeling pipelines. Learn how to use text data for both regression and classification tasks, and how to apply more straightforward algorithms like regularized regression or support vector machines as well as deep learning approaches. Natural language must be dramatically transformed to be ready for computation, so we explore typical text preprocessing and feature engineering steps like tokenization and word embeddings from the ground up. These steps influence model results in ways we can measure, both in terms of model metrics and other tangible consequences such as how fair or appropriate model results are.
Author: Adam Wierzbicki
Publisher: Springer
ISBN: 3319777947
Category : Computers
Languages : en
Pages : 225
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Book Description
This book introduces readers to Web content credibility evaluation and evaluation support. It highlights empirical research and establishes a solid foundation for future research by presenting methods of supporting credibility evaluation of online content, together with publicly available datasets for reproducible experimentation, such as the Web Content Credibility Corpus. The book is divided into six chapters. After a general introduction in Chapter 1, including a brief survey of credibility evaluation in the social sciences, Chapter 2 presents definitions of credibility and related concepts of truth and trust. Next, Chapter 3 details methods, algorithms and user interfaces for systems supporting Web content credibility evaluation. In turn, Chapter 4 takes a closer look at the credibility of social media, exemplified in sections on Twitter, Q&A systems, and Wikipedia, as well as fake news detection. In closing, Chapter 5 presents mathematical and simulation models of credibility evaluation, before a final round-up of the book is provided in Chapter 6. Overall, the book reviews and synthesizes the current state of the art in Web content credibility evaluation support and fake news detection. It provides researchers in academia and industry with both an incentive and a basis for future research and development of Web content credibility evaluation support services.
