OpenCodePapers

unsupervised-machine-translation-on-wmt2016

Machine TranslationUnsupervised Machine Translation
Dataset Link
Results over time
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Leaderboard
PaperCodeBLEUModelNameReleaseDate
Language Models are Few-Shot Learners✓ Link29.7GPT-3 175B (Few-Shot)2020-05-28
MASS: Masked Sequence to Sequence Pre-training for Language Generation✓ Link28.3MASS (6-layer Transformer)2019-05-07
An Effective Approach to Unsupervised Machine Translation✓ Link26.9SMT + NMT (tuning and joint refinement)2019-02-04
Cross-lingual Language Model Pretraining✓ Link26.4MLM pretraining for encoder and decoder2019-01-22
Unsupervised Neural Machine Translation with SMT as Posterior Regularization✓ Link21.7SMT as posterior regularization2019-01-14
Phrase-Based & Neural Unsupervised Machine Translation✓ Link20.2PBSMT + NMT2018-04-20
Unsupervised Neural Machine Translation Initialized by Unsupervised Statistical Machine Translation20.0Synthetic bilingual data init2018-10-30