2019
ACL
ACL 2019
The AFRL WMT19 Systems: Old Favorites and New Tricks
Abstract
AbstractThis paper describes the Air Force Research Laboratory (AFRL) machine translation systems and the improvements that were developed during the WMT19 evaluation campaign. This year, we refine our approach to training popular neural machine translation toolkits, experiment with a new domain adaptation technique and again measure improvements in performance on the Russian–English language pair.
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Interdisciplinary Bridge
- Machine Learning and Natural Language Processing
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Keyword Pioneer
- russian-english translation
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Cross-Pollinator
- Artificial Intelligence, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Speech & Audio
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Hot Topic Early Bird
- model ensemble