HyperAI초신경

Machine Translation On Wmt2016 English German

평가 지표

BLEU score

평가 결과

이 벤치마크에서 각 모델의 성능 결과

비교 표
모델 이름BLEU score
finetuned-language-models-are-zero-shot26.1
exploiting-monolingual-data-at-scale-for-
finetuned-language-models-are-zero-shot27.0
unsupervised-statistical-machine-translation 18.23
unsupervised-machine-translation-using9.64
multi-agent-dual-learning40.68
exploiting-semantics-in-neural-machine24.9
on-the-adequacy-of-untuned-warmup-for26.7
delight-very-deep-and-light-weight28.0
edinburgh-neural-machine-translation-systems34.2
unsupervised-neural-machine-translation-with-110.86
linguistic-input-features-improve-neural28.4