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Controlled Document Authoring in a Machine Translation Age Rei Miyata

Controlled Document Authoring in a Machine Translation Age By Rei Miyata

Controlled Document Authoring in a Machine Translation Age by Rei Miyata


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Summary

This book explains the concept, framework, implementation, and evaluation of controlled document authoring in this digital age. With a specific focus on Japanese municipal documents, the book establishes a framework for controlled document authoring and presents the development and evaluation of an authoring support system, MuTUAL.

Controlled Document Authoring in a Machine Translation Age Summary

Controlled Document Authoring in a Machine Translation Age by Rei Miyata

This book explains the concept, framework, implementation, and evaluation of controlled document authoring in this age of translation technologies. Machine translation (MT) is routinely used in many situations, by companies, governments, and individuals. Despite recent advances, MT tools are still known to be imperfect, sometimes producing critical errors. To enhance the performance of MT, researchers and language practitioners have developed controlled languages that impose restrictions on the form or length of the source-language text. However, a fundamental, persisting problem is that both current MT systems and controlled languages deal only with the sentence as the unit of processing. To be effective, controlled languages must be contextualised at the document level, consequently enabling MT to generate outputs appropriate for their functional context within the target document. With a specific focus on Japanese municipal documents, this book establishes a framework for controlled document authoring by integrating various research strands including document formalisation, controlled language, and terminology management. It then presents the development and evaluation of an authoring support system, MuTUAL, that is designed to help non-professional writers create well-organised documents that are both readable and translatable. The book provides useful insights for researchers and practitioners interested in translation technology, technical writing, and natural language processing applications.

Chapter 1, the Preface, and Bibliography of this book are freely available as downloadable Open Access PDFs at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.

About Rei Miyata

Rei Miyata, PhD, is an Assistant Professor at the Graduate School of Engineering, Nagoya University, Japan.

Table of Contents

Part I: Research background 1. Introduction 2. Related work Part II: Controlled document authoring 3. Document formalisation 4. Controlled language 5. CL contextualisation 6. Terminology management Part III: MuTUAL: An authoring support system 7. System development 8. Evaluation of the CL violation detection component 9. System usability evaluation Part IV: Conclusion 10. Research findings and outlook

Additional information

NPB9780367500191
9780367500191
0367500191
Controlled Document Authoring in a Machine Translation Age by Rei Miyata
New
Hardback
Taylor & Francis Ltd
2020-10-30
220
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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