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Machine translation for everyone: Empowering users in the age of artificial intelligence
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.
Europe, multilingualism and machine translation
Human and machine translation
How to choose a suitable NMT solution?Evaluation of MT quality
Selecting and preparing texts for machine translationpre-editing and writing for a global audience
How to deal with errors in machine translationPost-editing
Ethics and machine translation
How neural machine translation works
Custom neural machine translation
Machine translation for language learners
Review on LinguistList
by Polina Zorina
published January 19, 2023
[...] Overall, “Machine Translation for Everyone: Empowering Users in the Age of Artificial Intelligence” is a well-written and comprehensive guide to machine translation. It is essential reading for anyone interested in using machine translation for language learning, translation, or any other purpose. The book provides a thorough understanding of the technology, its benefits and pitfalls, and the ethical issues that arise when using it. It is an excellent resource for anyone who wants to become a more informed and responsible user of machine translation.[...]
This work is licensed under a Creative Commons Attribution 4.0 International License.