UdS Submission for the WMT 19 Automatic Post-Editing Task

Hongfei Xu, Qiuhui Liu, Josef van Genabith

In: Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2). Conference on Machine Translation (WMT-2019) 4th Conference on Machine Translation August 1-2 Florence Italy Shared Task Pages 147-152 3 Association for Computational Linguistics 8/2019.


In this paper, we describe our submission to the English-German APE shared task at WMT 2019. We utilize and adapt an NMT architecture originally developed for exploiting context information to APE, implement this in our own transformer model and explore joint training of the APE task with a de-noising encoder.


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UdS_Submission_for_the_WMT_19_Automatic_Post-Editing_Task.pdf (pdf, 263 KB)

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz