Unsupervised NMT + Transformer

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Machine TranslationonWMT2016 English-Russian
BLEU score· 2018-04-20
7.98
best: 26 (Attentional encoder-decoder + BPE)
Phrase-Based & Neural Unsupervised Machine Translation arXiv:1804.07755
Machine TranslationonWMT2014 English-German
BLEU score· 2018-04-20
17.16
best: 35.14 (Transformer Cycle (Rev))
Phrase-Based & Neural Unsupervised Machine Translation arXiv:1804.07755
Machine TranslationonWMT2016 English-Romanian
BLEU score· 2018-04-20
21.18
best: 34.7 (DeLighT)
Phrase-Based & Neural Unsupervised Machine Translation arXiv:1804.07755
Machine TranslationonWMT2014 English-French
BLEU score· 2018-04-20
25.14
best: 46.4 (Transformer+BT (ADMIN init))
Phrase-Based & Neural Unsupervised Machine Translation arXiv:1804.07755