Robin L. Hill
Also published as: Robin Hill
2021
Backtranslation Feedback Improves User Confidence in MT, Not Quality
Vilém Zouhar | Michal Novák | Matúš Žilinec | Ondřej Bojar | Mateo Obregón | Robin L. Hill | Frédéric Blain | Marina Fomicheva | Lucia Specia | Lisa Yankovskaya
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Vilém Zouhar | Michal Novák | Matúš Žilinec | Ondřej Bojar | Mateo Obregón | Robin L. Hill | Frédéric Blain | Marina Fomicheva | Lucia Specia | Lisa Yankovskaya
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Translating text into a language unknown to the text’s author, dubbed outbound translation, is a modern need for which the user experience has significant room for improvement, beyond the basic machine translation facility. We demonstrate this by showing three ways in which user confidence in the outbound translation, as well as its overall final quality, can be affected: backward translation, quality estimation (with alignment) and source paraphrasing. In this paper, we describe an experiment on outbound translation from English to Czech and Estonian. We examine the effects of each proposed feedback module and further focus on how the quality of machine translation systems influence these findings and the user perception of success. We show that backward translation feedback has a mixed effect on the whole process: it increases user confidence in the produced translation, but not the objective quality.
2014
CASMACAT: A Computer-assisted Translation Workbench
Vicent Alabau | Christian Buck | Michael Carl | Francisco Casacuberta | Mercedes García-Martínez | Ulrich Germann | Jesús González-Rubio | Robin Hill | Philipp Koehn | Luis Leiva | Bartolomé Mesa-Lao | Daniel Ortiz-Martínez | Herve Saint-Amand | Germán Sanchis Trilles | Chara Tsoukala
Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics
Vicent Alabau | Christian Buck | Michael Carl | Francisco Casacuberta | Mercedes García-Martínez | Ulrich Germann | Jesús González-Rubio | Robin Hill | Philipp Koehn | Luis Leiva | Bartolomé Mesa-Lao | Daniel Ortiz-Martínez | Herve Saint-Amand | Germán Sanchis Trilles | Chara Tsoukala
Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics
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Co-authors
- Michael Carl 2
- Francisco Casacuberta 2
- Ulrich Germann 2
- Philipp Koehn 2
- Germán Sanchis-Trilles 2
- Vicent Alabau 1
- Frédéric Blain 1
- Ondřej Bojar 1
- Christian Buck 1
- Anna Dickinson 1
- Marina Fomicheva 1
- Morgan Fredriksson 1
- Mercedes García-Martínez 1
- Jesús González-Rubio 1
- Srinivasan Janarthanam 1
- Luis A. Leiva 1
- Bartolomé Mesa-Lao 1
- Michal Novák 1
- Mateo Obregón 1
- Daniel Ortiz-Martínez 1
- Sharon O’Brien 1
- Herve Saint-Amand 1
- Lucia Specia 1
- Chara Tsoukala 1
- Lisa Yankovskaya 1
- Vilém Zouhar 1
- Matúš Žilinec 1