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Machine translation for everyone

Machine translation for everyone PDF Author: Dorothy Kenny
Publisher: BoD – Books on Demand
ISBN: 3985540454
Category : Language Arts & Disciplines
Languages : en
Pages : 226

Book Description
Language learning and translation have always been complementary pillars of multilingualism in the European Union. Both have been affected by the increasing availability of machine translation (MT): language learners now make use of free online MT to help them both understand and produce texts in a second language, but there are fears that uninformed use of the technology could undermine effective language learning. At the same time, MT is promoted as a technology that will change the face of professional translation, but the technical opacity of contemporary approaches, and the legal and ethical issues they raise, can make the participation of human translators in contemporary MT workflows particularly complicated. Against this background, this book attempts to promote teaching and learning about MT among a broad range of readers, including language learners, language teachers, trainee translators, translation teachers, and professional translators. It presents a rationale for learning about MT, and provides both a basic introduction to contemporary machine-learning based MT, and a more advanced discussion of neural MT. It explores the ethical issues that increased use of MT raises, and provides advice on its application in language learning. It also shows how users can make the most of MT through pre-editing, post-editing and customization of the technology.

Machine translation for everyone

Machine translation for everyone PDF Author: Dorothy Kenny
Publisher: BoD – Books on Demand
ISBN: 3985540454
Category : Language Arts & Disciplines
Languages : en
Pages : 226

Book Description
Language learning and translation have always been complementary pillars of multilingualism in the European Union. Both have been affected by the increasing availability of machine translation (MT): language learners now make use of free online MT to help them both understand and produce texts in a second language, but there are fears that uninformed use of the technology could undermine effective language learning. At the same time, MT is promoted as a technology that will change the face of professional translation, but the technical opacity of contemporary approaches, and the legal and ethical issues they raise, can make the participation of human translators in contemporary MT workflows particularly complicated. Against this background, this book attempts to promote teaching and learning about MT among a broad range of readers, including language learners, language teachers, trainee translators, translation teachers, and professional translators. It presents a rationale for learning about MT, and provides both a basic introduction to contemporary machine-learning based MT, and a more advanced discussion of neural MT. It explores the ethical issues that increased use of MT raises, and provides advice on its application in language learning. It also shows how users can make the most of MT through pre-editing, post-editing and customization of the technology.

Machine translation for everyone: Empowering users in the age of artificial intelligence

Machine translation for everyone: Empowering users in the age of artificial intelligence PDF Author: Dorothy Kenny
Publisher: Language Science Press
ISBN: 3961103488
Category : Computers
Languages : en
Pages : 210

Book Description
Language learning and translation have always been complementary pillars of multilingualism in the European Union. Both have been affected by the increasing availability of machine translation (MT): language learners now make use of free online MT to help them both understand and produce texts in a second language, but there are fears that uninformed use of the technology could undermine effective language learning. At the same time, MT is promoted as a technology that will change the face of professional translation, but the technical opacity of contemporary approaches, and the legal and ethical issues they raise, can make the participation of human translators in contemporary MT workflows particularly complicated. Against this background, this book attempts to promote teaching and learning about MT among a broad range of readers, including language learners, language teachers, trainee translators, translation teachers, and professional translators. It presents a rationale for learning about MT, and provides both a basic introduction to contemporary machine-learning based MT, and a more advanced discussion of neural MT. It explores the ethical issues that increased use of MT raises, and provides advice on its application in language learning. It also shows how users can make the most of MT through pre-editing, post-editing and customization of the technology.

Neural Machine Translation

Neural Machine Translation PDF Author: Philipp Koehn
Publisher: Cambridge University Press
ISBN: 1108497322
Category : Computers
Languages : en
Pages : 409

Book Description
Learn how to build machine translation systems with deep learning from the ground up, from basic concepts to cutting-edge research.

Explorations in Empirical Translation Process Research

Explorations in Empirical Translation Process Research PDF Author: Michael Carl
Publisher: Springer Nature
ISBN: 3030697770
Category : Language Arts & Disciplines
Languages : en
Pages : 436

Book Description
This book assembles fifteen original, interdisciplinary research chapters that explore methodological and conceptual considerations as well as user and usage studies to elucidate the relation between the translation product and translation/post-editing processes. It introduces numerous innovative empirical/data-driven measures as well as novel classification schemes and taxonomies to investigate and quantify the relation between translation quality and translation effort in from-scratch translation, machine translation post-editing and computer-assisted audiovisual translation. The volume addresses questions in the translation of cognates, neologisms, metaphors, and idioms, as well as figurative and cultural specific expressions. It re-assesses the notion of translation universals and translation literality, elaborates on the definition of translation units and syntactic equivalence, and investigates the impact of translation ambiguity and translation entropy. The results and findings are interpreted in the context of psycho-linguistic models of bilingualism and re-frame empirical translation process research within the context of modern dynamic cognitive theories of the mind. The volume bridges the gap between translation process research and machine translation research. It appeals to students and researchers in the fields.

Translation Quality Assessment

Translation Quality Assessment PDF Author: Joss Moorkens
Publisher: Springer
ISBN: 3319912410
Category : Computers
Languages : en
Pages : 292

Book Description
This is the first volume that brings together research and practice from academic and industry settings and a combination of human and machine translation evaluation. Its comprehensive collection of papers by leading experts in human and machine translation quality and evaluation who situate current developments and chart future trends fills a clear gap in the literature. This is critical to the successful integration of translation technologies in the industry today, where the lines between human and machine are becoming increasingly blurred by technology: this affects the whole translation landscape, from students and trainers to project managers and professionals, including in-house and freelance translators, as well as, of course, translation scholars and researchers. The editors have broad experience in translation quality evaluation research, including investigations into professional practice with qualitative and quantitative studies, and the contributors are leading experts in their respective fields, providing a unique set of complementary perspectives on human and machine translation quality and evaluation, combining theoretical and applied approaches.

Translation, Brains and the Computer

Translation, Brains and the Computer PDF Author: Bernard Scott
Publisher: Springer
ISBN: 3319766295
Category : Computers
Languages : en
Pages : 249

Book Description
This book is about machine translation (MT) and the classic problems associated with this language technology. It examines the causes of these problems and, for linguistic, rule-based systems, attributes the cause to language’s ambiguity and complexity and their interplay in logic-driven processes. For non-linguistic, data-driven systems, the book attributes translation shortcomings to the very lack of linguistics. It then proposes a demonstrable way to relieve these drawbacks in the shape of a working translation model (Logos Model) that has taken its inspiration from key assumptions about psycholinguistic and neurolinguistic function. The book suggests that this brain-based mechanism is effective precisely because it bridges both linguistically driven and data-driven methodologies. It shows how simulation of this cerebral mechanism has freed this one MT model from the all-important, classic problem of complexity when coping with the ambiguities of language. Logos Model accomplishes this by a data-driven process that does not sacrifice linguistic knowledge, but that, like the brain, integrates linguistics within a data-driven process. As a consequence, the book suggests that the brain-like mechanism embedded in this model has the potential to contribute to further advances in machine translation in all its technological instantiations.

Recent Advances in Example-Based Machine Translation

Recent Advances in Example-Based Machine Translation PDF Author: M. Carl
Publisher: Springer Science & Business Media
ISBN: 9401001812
Category : Computers
Languages : en
Pages : 524

Book Description
Recent Advances in Example-Based Machine Translation is of relevance to researchers and program developers in the field of Machine Translation and especially Example-Based Machine Translation, bilingual text processing and cross-linguistic information retrieval. It is also of interest to translation technologists and localisation professionals. Recent Advances in Example-Based Machine Translation fills a void, because it is the first book to tackle the issue of EBMT in depth. It gives a state-of-the-art overview of EBMT techniques and provides a coherent structure in which all aspects of EBMT are embedded. Its contributions are written by long-standing researchers in the field of MT in general, and EBMT in particular. This book can be used in graduate-level courses in machine translation and statistical NLP.

Computers and Translation

Computers and Translation PDF Author: Harold Somers
Publisher: John Benjamins Publishing
ISBN: 9027296693
Category : Language Arts & Disciplines
Languages : en
Pages : 369

Book Description
This volume is about computers and translation. It is not, however, a Computer Science book, nor does it have much to say about Translation Theory. Rather it is a book for translators and other professional linguists (technical writers, bilingual secretaries, language teachers even), which aims at clarifying, explaining and exemplifying the impact that computers have had and are having on their profession. It is about Machine Translation (MT), but it is also about Computer-Aided (or -Assisted) Translation (CAT), computer-based resources for translators, the past, present and future of translation and the computer. The editor and main contributor, Harold Somers, is Professor of Language Engineering at UMIST (Manchester). With over 25 years’ experience in the field both as a researcher and educator, Somers is editor of one of the field’s premier journals, and has written extensively on the subject, including the field’s most widely quoted textbook on MT, now out of print and somewhat out of date. The current volume aims to provide an accessible yet not overwhelmingly technical book aimed primarily at translators and other users of CAT software.

Machine Translation

Machine Translation PDF Author: Jörg Porsiel
Publisher:
ISBN: 9783938430941
Category :
Languages : en
Pages :

Book Description


Translation Tools and Technologies

Translation Tools and Technologies PDF Author: Andrew Rothwell
Publisher: Taylor & Francis
ISBN: 1000859304
Category : Language Arts & Disciplines
Languages : en
Pages : 217

Book Description
To trainee translators and established professionals alike, the range of tools and technologies now available, and the speed with which they change, can seem bewildering. This state-of-the-art, copiously illustrated textbook offers a straightforward and practical guide to translation tools and technologies. Demystifying the workings of computer-assisted translation (CAT) and machine translation (MT) technologies, Translation Tools and Technologies offers clear step-by-step guidance on how to choose suitable tools (free or commercial) for the task in hand and quickly get up to speed with them, using examples from a wide range of languages. Translator trainers will also find it invaluable when constructing or updating their courses. This unique book covers many topics in addition to text translation. These include the history of the technologies, project management, terminology research and corpora, audiovisual translation, website, software and games localisation, and quality assurance. Professional workflows are at the heart of the narrative, and due consideration is also given to the legal and ethical questions arising from the reuse of translation data. With targeted suggestions for further reading at the end of each chapter to guide users in deepening their knowledge, this is the essential textbook for all courses in translation and technology within translation studies and translator training. Additional resources are available on the Routledge Translation Studies Portal.