A WMT19 shared-task system combines word and BPE neural translation models with PBSMT pseudo-parallel data, unknown-word replacement, and Czech LM rescoring, reaching 10.6 BLEU (cased) on German-to-Czech.
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Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
A WMT19 shared-task system combines word and BPE neural translation models with PBSMT pseudo-parallel data, unknown-word replacement, and Czech LM rescoring, reaching 10.6 BLEU (cased) on German-to-Czech.