OpenCodePapers

machine-translation-on-wmt2016-german-english

Machine Translation
Dataset Link
Results over time
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Leaderboard
PaperCodeBLEU scoreSacreBLEUModelNameReleaseDate
Finetuned Language Models Are Zero-Shot Learners✓ Link40.7FLAN 137B (few-shot, k=11)2021-09-03
Finetuned Language Models Are Zero-Shot Learners✓ Link38.9FLAN 137B (zero-shot)2021-09-03
Edinburgh Neural Machine Translation Systems for WMT 16✓ Link38.6Attentional encoder-decoder + BPE2016-06-09
Linguistic Input Features Improve Neural Machine Translation✓ Link32.9Linguistic Input Features2016-06-09
Unsupervised Statistical Machine Translation✓ Link23.05SMT + iterative backtranslation (unsupervised)2018-09-04
Unsupervised Neural Machine Translation with Weight Sharing✓ Link14.62Unsupervised NMT + weight-sharing2018-04-24
Unsupervised Machine Translation Using Monolingual Corpora Only✓ Link13.33Unsupervised S2S with attention2017-10-31
Exploiting Monolingual Data at Scale for Neural Machine Translation47.5Exploiting Mono at Scale (single)2019-11-01