Machine translation that makes sense: the Booking.com use case


Maxim Khalilov


For many years, machine translation (MT) was primarily focused on the post-editing scenario, in which MT serves as a productivity increase element of a professional translation pipeline. However, in e-commerce the most desirable application of MT is direct publishing of machine translated content that dictates different requirements to MT and the MT quality evaluation model.

In this talk, Maxim Khalilov will discuss the Booking.com approach to MT and its evaluation, as well as the recent advances that have been made by the NLP group at Booking.com and some future directions.


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