Noisy back-translation

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

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

Natural Language Processing4 results

Machine TranslationonWMT2014 English-German
BLEU score· uses extra data· 2018-08-28
35
best: 35.14 (Transformer Cycle (Rev))
SOTA
Understanding Back-Translation at Scale arXiv:1808.09381
Machine TranslationonWMT2014 English-German
SacreBLEU· uses extra data· 2018-08-28
33.8
SOTA
Understanding Back-Translation at Scale arXiv:1808.09381
Machine TranslationonWMT2014 English-French
BLEU score· uses extra data· 2018-08-28
45.6
best: 46.4 (Transformer+BT (ADMIN init))
SOTA
Understanding Back-Translation at Scale arXiv:1808.09381
Machine TranslationonWMT2014 English-French
SacreBLEU· uses extra data· 2018-08-28
43.8
best: 44.4 (Transformer+BT (ADMIN init))
SOTA
Understanding Back-Translation at Scale arXiv:1808.09381