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This book is a description of some of the most recent advances in text classification as part of a concerted effort to achieve computer understanding of human language. In particular, it addresses state-of-the-art developments in the computation of higher-level linguistic features, ranging from etymology to grammar and syntax for the practical task of text classification according to genres, registers and subject domains. Serving as a bridge between computational methods and sophisticated linguistic analysis, this book will be of particular interest to academics and students of computational linguistics as well as professionals in natural language engineering.
This book describes the most important kinds of texts in English and introduces the methodological techniques used to analyse them. Three analytical approaches are introduced and compared, describing a wide range of texts from the perspectives of register, genre and style. The primary focus of the book is on the analysis of registers. Part 1 introduces an analytical framework for studying registers, genre conventions, and styles. Part 2 provides detailed descriptions of particular text varieties in English, including spoken interpersonal varieties (conversation, university office hours, service encounters), written varieties (newspapers, academic prose, fiction), and emerging electronic varieties (e-mail, internet forums, text messages). Finally, Part 3 introduces advanced analytical approaches using corpora, and discusses theoretical concerns, such as the place of register studies in linguistics, and practical applications of register analysis. Each chapter ends with three types of activities: reflection and review activities, analysis activities, and larger project ideas.
Using the Web as Corpus is one of the recent challenges for corpus linguistics. This volume presents a current state-of-the-arts discussion of the topic. The articles address practical problems such as suitable linguistic search tools for accessing the www, the question of register variation, or they probe into methods for culling data from the web. The book also offers a wide range of case studies, covering morphology, syntax, lexis, as well as synchronic and diachronic variation in English. These case studies make use of the two approaches to the www in corpus linguistics - web-as-corpus and web-for-corpus-building. The case studies demonstrate that web data can provide useful additional evidence for a broad range of research questions.
Similarities and differences between speech and writing have been the subject of innumerable studies, but until now there has been no attempt to provide a unified linguistic analysis of the whole range of spoken and written registers in English. In this widely acclaimed empirical study, Douglas Biber uses computational techniques to analyse the linguistic characteristics of twenty three spoken and written genres, enabling identification of the basic, underlying dimensions of variation in English. In Variation Across Speech and Writing, six dimensions of variation are identified through a factor analysis, on the basis of linguistic co-occurence patterns. The resulting model of variation provides for the description of the distinctive linguistic characteristics of any spoken or written text andd emonstrates the ways in which the polarization of speech and writing has been misleading, and thus enables reconciliation of the contradictory conclusions reached in previous research.
The book provides new findings about the grammar of genres and styles. It combines new methods with different kinds of empirical material, from social reports to live TV sports commentaries or 16th century newspapers, in English, French, Latin and Spanish. The study of non-discrete units suggests new ways of seeing the linguistic variation between genres and styles and the ways in which belonging to a genre predetermines linguistic choices.
The book provides the first comparison of usage preferences across registers in the language pair English-German. Due to the innovative quantitative approach and broad coverage, the volume is an excellent resource for scholars working in contrastive linguistics and translation studies as well as for corpus linguists.
The two-volume set LNCS 9623 + 9624 constitutes revised selected papers from the CICLing 2016 conference which took place in Konya, Turkey, in April 2016. The total of 89 papers presented in the two volumes was carefully reviewed and selected from 298 submissions. The book also contains 4 invited papers and a memorial paper on Adam Kilgarriff’s Legacy to Computational Linguistics. The papers are organized in the following topical sections: Part I: In memoriam of Adam Kilgarriff; general formalisms; embeddings, language modeling, and sequence labeling; lexical resources and terminology extraction; morphology and part-of-speech tagging; syntax and chunking; named entity recognition; word sense disambiguation and anaphora resolution; semantics, discourse, and dialog. Part II: machine translation and multilingualism; sentiment analysis, opinion mining, subjectivity, and social media; text classification and categorization; information extraction; and applications.
A state of the art critical review of research into literature in language education, of interest to teachers of English and modern foreign languages. Includes prompts and principles for those who wish to improve their own practice or to engage in projects or research in this area.
Studies in Language and Linguistics General Editors- Geoffrey Leech, Department of Modern English Language, Lancaster University and Jenny Thomas, School of English and Linguistics, University of Wales, Bangor Broad-ranging and authoritative, Studies in Language and Linguistics is an occasional series incorporating major new work in all areas of linguistics. Variation in English- Multi-Dimensional Studies provides both a comprehensive view into a relatively new technique for studying language, and a diverse, exciting collection of studies of variation in English. The first part of the book provides an explanation of multi-dimensional (MD) analysis, a research technique for studying language variation. MD is a corpus-based approach developed by Doug Biber that facilitates large-scale studies of language variation and the investigation of research questions that were previously intractable. The second part of the book contains studies that apply Biber's original MD analysis of English to new domains. These studies cover the historical evolution of English; specialized domains such as medical writing and oral proficiency testing; and dialect variation, including gender and British/American. The third part of the book contains studies that conduct new MD analyses, covering adult/child language differences, 18th century speech and writing, and discourse complexity. Readers of this book will become familiar with the analytical techniques of multi-dimensional analysis, with its applicability to a wide variety of language issues, and with the findings of important studies previously published in diverse journals as well as new studies appearing for the first time.
This handbook brings together recent international scholarship and developments in the interdisciplinary fields of digital and public humanities. Exploring key concepts, theories, practices and debates within both the digital and public humanities, the handbook also assesses how these two areas are increasingly intertwined. Key questions of access, ownership, authorship and representation link the individual sections and contributions. The handbook includes perspectives from the Global South and presents scholarship and practice that engage with a multiplicity of underrepresented ‘publics’, including LGBTQ+ communities, ethnic and linguistic minorities, the incarcerated and those affected by personal or collective trauma. Chapter “The Role of Digital and Public Humanities in Confronting the Past: Survivors’ of Ireland’s Magdalene Laundries Truth Telling’” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.