373 citations · 705 across the 32 of their papers we have counts for
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cs.CL2017
Six Challenges for Neural Machine Translation
Philipp Koehn, Rebecca Knowles
We explore six challenges for neural machine translation: domain mismatch, amount of training data, rare words, long sentences, word alignment, and beam search. We show both defici…
cs.CL2017★ 4 cited
Predicting Target Language CCG Supertags Improves Neural Machine Translation
Maria Nadejde, Siva Reddy, Rico Sennrich +4
Neural machine translation (NMT) models are able to partially learn syntactic information from sequential lexical information. Still, some complex syntactic phenomena such as prepo…