8 citations · 25 across the 4 of their papers we have counts for
4 papers
Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging
Emmanouil Stergiadis, Satendra Kumar, Fedor Kovalev +1
While NMT has achieved remarkable results in the last 5 years, production systems come with strict quality requirements in arbitrarily niche domains that are not always adequately…
Efficient Image Gallery Representations at Scale Through Multi-Task Learning
Benjamin Gutelman, Pavel Levin
Image galleries provide a rich source of diverse information about a product which can be leveraged across many recommendation and retrieval applications. We study the problem of b…
Toward a full-scale neural machine translation in production: the Booking.com use case
Pavel Levin, Nishikant Dhanuka, Talaat Khalil +2
While some remarkable progress has been made in neural machine translation (NMT) research, there have not been many reports on its development and evaluation in practice. This pape…
Machine Translation at Booking.com: Journey and Lessons Learned
Pavel Levin, Nishikant Dhanuka, Maxim Khalilov
We describe our recently developed neural machine translation (NMT) system and benchmark it against our own statistical machine translation (SMT) system as well as two other genera…