Papers by Mateo Obregón
Backtranslation Feedback Improves User Confidence in MT, Not Quality (2021.naacl-main)
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Vilém Zouhar, Michal Novák, Matúš Žilinec, Ondřej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya
| Challenge: | Inbound translation is a modern need for which the user experience has significant room for improvement, beyond the basic machine translation facility. |
| Approach: | They propose to provide cues that indicate the quality of MT output as well as suggest possible rephrasing of the source language. |
| Outcome: | The proposed feedback module increases user confidence in the produced translation, but not the objective quality. |