OpenNMT

This paper describes SYSTRAN’s sys- tems submitted to the WMT 2017 shared news translation task for English-German, in both translation directions. Our sys- tems are built using OpenNMT1, an open- …...

Neural Machine Translation (NMT) has attracted increasing attention in the recent years. However, it tends to require very large training corpora which could prove problematic for languages with low resources. …...

OpenNMT is an open-source toolkit for neural machine translation (NMT). The system prior- itizes efficiency, modularity, and extensibility with the goal of supporting NMT research into model architectures, feature representations, …...

AbstractAfter more than 30 years’ experience as a translator and as a reviser, I have recently started to post-edit. During these 10 months discovering a new approach to my profession, …...

AbstractThis work presents a replication study of Exploring Neural Text Simplification Models (Nisioi et al., 2017). We were able to successfully replicate and extend the methods presented in the original …...

OpenNMT is a multi-year open-source ecosystem for neural machine translation (NMT) and natural language generation (NLG). The toolkit consists of multiple projects to cover the com- plete machine learning workflow: …...

AbstractThe main idea of this solution has been to focus on corpus cleaning and preparation and after that, use an out of box solution (OpenNMT) with its default published transformer …...

AbstractThis paper discusses the WMT 2021 terminology shared task from a “meta” perspective. We present the results of our experiments using the terminology dataset and the OpenNMT (Klein et al., …...