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Neural MT and Human Post-editing : a Method to Improve Editorial Quality
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In: ISSN: 1134-8941 ; Interlingüística ; https://halshs.archives-ouvertes.fr/halshs-03603590 ; Interlingüística, Alacant [Spain] : Universitat Autònoma de Barcelona, 2022, pp.15-36 (2022)
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Abstract:
International audience ; Machine translation (MT) has put more and more pressure on translators, especially since neural MT outperforms statistical MT. NMT provides better quality translations (more accurate and natural), and becomes closer to human translation. Yet, human translators must demonstrate their expertise and added value over such systems.Our study is based on an on-going project in partnership with Presses Universitaires de Rennes (PUR, one of the major French publishers), Maison des Sciences de l’Homme en Bretagne (French Centre for Human Sciences) and the TRASILT team (Translation, Linguistic Engineering and Terminology) within LIDILE research unit (Language Linguistics and Teaching). It consists in devising a method for researchers that combines NMT (DeepL) and human post-editing to improve the quality of article metadata (abstracts, keywords, contents, etc.) from French to English in the editorial process of journals. The objective is to develop a methodology for translation that can be reproduced and transferred to other journals and disciplinary fields. Based on the metadata of articles published in 2017 in 4 PUR journals, it was decided to first compare the previously published English translation of these metadata with the NMT-generated translation of the same data of 16 articles. Second, the NMT-generated translation of the metadata of 16 other articles was post-edited and further improved by professional translators. Our goal is to determine the qualitative elements and limitations of each output (human vs. NMT) and design the most appropriate translation method. The method will then be tested on the 2020 issues of the 4 selected journals.
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Keyword:
[SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SHS]Humanities and Social Sciences; Human metrics; human post-editing; machine translation (MT); machine translation evaluation; neural machine translation (NMT); publishing; translation quality
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URL: https://halshs.archives-ouvertes.fr/halshs-03603590
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The Orientalist Semiotics of "Dune": Religious and Historical References within Frank Herbert's Universe
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Jacob, Frank. - : Büchner-Verlag, 2022. : DEU, 2022. : Marburg, 2022
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In: 117 (2022)
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Werbung und Identität im multikulturellen Raum: Der Werbediskurs in Luxemburg; ein kommunikationswissenschaftlicher Beitrag
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In: 18 ; Literalität und Liminalität ; 320 (2022)
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Das Spiel der Anderen: die Entwicklung der Berichterstattung zu Frauenfußball-Großturnieren seit der WM 2011 in Deutschland
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In: FZG - Freiburger Zeitschrift für GeschlechterStudien ; 22 ; 1 ; 49-63 (2022)
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"Geil dabei zu sein" - Livestreams als Kommunikationsmittel rechtsextremer Proteste
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In: ZRex - Zeitschrift für Rechtsextremismusforschung ; 2 ; 1 ; 72-90 (2022)
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Spanish Tipsters and the Millennial and Centennial Generations in the Scenario of a Pandemic
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In: Media and Communication ; 10 ; 1 ; 286-296 ; New Narratives for New Consumers: Influencers and the Millennial and Centennial Generations (2022)
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Issue Spatiality: A Conceptual Framework for the Role of Space in Public Discourses
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In: Media and Communication ; 9 ; 3 ; 5-15 ; Spaces, Places, and Geographies of Public Spheres (2022)
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Communication and Feminist New Materialism: Methodologies to understand the continuum between matter and discourse
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In: FZG - Freiburger Zeitschrift für GeschlechterStudien ; 24 ; 1 ; 55-70 ; Der Ort des Politischen in den Critical Feminist Materialisms (2022)
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Invective Gaze - Das digitale Bild und die Kultur der Beschämung
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In: 99 ; Edition Medienwissenschaft ; 206 (2022)
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The Engagement Imperative: Experiences of Communication Practitioners' Brand Work in the Music Industry
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In: Media and Communication ; 10 ; 1 ; 66-76 ; New Forms of Media Work and Its Organizational and Institutional Conditions (2022)
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Gegen die Öffentlichkeit: Alternative Nachrichtenmedien im deutschsprachigen Raum
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Schwaiger, Lisa. - : transcript Verlag, 2022. : DEU, 2022. : Bielefeld, 2022
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In: 46 ; Digitale Gesellschaft ; 327 (2022)
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Transit Zones, Locales, and Locations: How Digital Annotations Affect Communication in Public Places
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In: Media and Communication ; 9 ; 3 ; 39-49 ; Spaces, Places, and Geographies of Public Spheres (2022)
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Relational Communication Spaces: Infrastructures and Discursive Practices
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In: Media and Communication ; 9 ; 3 ; 28-39 ; Spaces, Places, and Geographies of Public Spheres (2022)
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Constructive Aggression? Multiple Roles of Aggressive Content in Political Discourse on Russian YouTube
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In: Media and Communication ; 9 ; 1 ; 181-194 ; Dark Participation in Online Communication: The World of the Wicked Web (2022)
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The Role of Media and Communication in Reducing Uncertainty During the Syria War
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In: Media and Communication ; 9 ; 4 ; 297-308 ; Ten Years after the Arab Uprisings: Beyond Media and Liberation (2022)
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Structures of the Public Sphere: Contested Spaces as Assembled Interfaces
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In: Media and Communication ; 9 ; 3 ; 16-27 ; Spaces, Places, and Geographies of Public Spheres (2022)
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Online Networks and Subjective Well‐Being: The Effect of "Big Five Personality Traits"
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In: Social Inclusion ; 9 ; 4 ; 399-412 ; In Good Company? Personal Relationships, Network Embeddedness, and Social Inclusion (2022)
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ProPublica's Data Journalism: How Multidisciplinary Teams and Hybrid Profiles Create Impactful Data Stories
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In: Media and Communication ; 10 ; 1 ; 5-15 ; New Forms of Media Work and Its Organizational and Institutional Conditions (2022)
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Open Access Journals in Agriculture and Allied Sciences: A Study based on Directory of Open Access Journals (DOAJ)
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In: Library Philosophy and Practice (e-journal) (2022)
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