WMT2014 English-French
BLEU
MASS (6-layer Transformer)
Unsupervised Machine Translation
37.5
WMT2014 French-English
BLEU
MASS (6-layer Transformer)
Unsupervised Machine Translation
34.9
WMT2016 English-German
BLEU
MASS (6-layer Transformer)
Unsupervised Machine Translation
28.3
WMT2016 German-English
BLEU
MASS (6-layer Transformer)
Unsupervised Machine Translation
35.2
WMT2016 English-Romanian
BLEU
MASS (6-layer Transformer)
Unsupervised Machine Translation
35.2
WMT2016 Romanian-English
BLEU
MASS (6-layer Transformer)
Unsupervised Machine Translation
33.1
GigaWord
ROUGE-1
MASS
Text Summarization
38.73
GigaWord
ROUGE-2
MASS
Text Summarization
19.71
GigaWord
ROUGE-L
MASS
Text Summarization
35.96