Скачать или смотреть Hacking Machine Learning: Adding Neural Machine Translation to a Word Processor - Thomas Viehmann

Promising to fulfill the human dream of understanding something written in a foreign language without learning it,
Neural Machine Translation is one of the poster applications in Natural Language Processing. We all know the impressive
results of online services. Here, we look at how to start from OpenNMT - a popular open-source NMT framework - and take
it all the way to production as an extension for the LibreOffice Writer that runs fully on your PC.

We will take a look at the OpenNMT library, the translation models it implements, how to train them, and what it takes
to use it from LibreOffice, resulting in LibreOffice Translate available at https://github.com/lernapparat/lotran.... We also highlight some recent developments around distillation and how we can use them to improve LibreOffice Translate.

Thomas is a machine learning specialty trainer and consultant with a focus on PyTorch at MathInf GmbH. He is a PyTorch core developer and
has contributed over 100 features and bug fixes across many parts of PyTorch. He blogs about Machine Learning at https://lernapparat.de/