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Is Neural Machine Translation the New State of the Art?

: character n-gram F-score for automatic MT evaluation. In Proceedings of the Tenth Workshop on Statistical Machine Translation , pages 392–395, Lisbon, Portugal, September 2015. Sennrich, Rico and Barry Haddow. Linguistic Input Features Improve Neural Machine Translation. In Proceedings of the First Conference on Machine Translation , pages 83–91, Berlin, Germany, August 2016. Sennrich, Rico, Barry Haddow, and Alexandra Birch. Edinburgh Neural Machine Translation Systems for WMT 16. In Proceedings of the First Conference on Machine Translation (WMT16

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Training Tips for the Transformer Model

, Maja. chrF: character n-gram F-score for automatic MT evaluation. In Proceedings of the Tenth Workshop on Statistical Machine Translation , pages 392–395, Lisbon, Portugal, September 2015. ACL. URL http://aclweb.org/anthology/W15-3049 . Sennrich, Rico, Barry Haddow, and Alexandra Birch. Neural Machine Translation of Rare Words with Subword Units. In Proceedings of ACL 2016 , pages 1715–1725, Berlin, Germany, August 2016. ACL. URL http://www.aclweb.org/anthology/P16-1162 . Shazeer, N. and M. Stern. Adafactor: Adaptive Learning Rates with Sublinear

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