Tilde’s Machine Translation Systems for WMT 2018

Mārcis Pinnis, Matīss Rikters, Rihards Krišlauks · 2018

The paper describes the development process of the Tilde's NMT systems that were submitted for the WMT 2018 shared task on news translation.We describe the data filtering and pre-processing workflows, the NMT system training architectures, and automatic evaluation results.For the WMT 2018 shared task, we submitted seven systems (both constrained and unconstrained) for English-Estonian and Estonian-English translation directions.The submitted systems were trained using Transformer models.

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