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Machine Translation at Booking.com: Journey and Lessons Learned
July 25, 2017 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
Pavel Levin, Nishikant Dhanuka, Maxim Khalilov
arXiv ID
1707.07911
Category
cs.CL: Computation & Language
Citations
16
Venue
arXiv.org
Last Checked
4 months ago
Abstract
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 general purpose online engines (statistical and neural). We present automatic and human evaluation results of the translation output provided by each system. We also analyze the effect of sentence length on the quality of output for SMT and NMT systems.
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