Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement

Benchmark Model Rank Results
machine-translation-on-iwslt2015-englishDenoising autoencoders (non-autoregressive)#5BLEU score: 27.01
machine-translation-on-iwslt2015-germanDenoising autoencoders (non-autoregressive)#5BLEU score: 32.43
machine-translation-on-wmt2014-english-germanDenoising autoencoders (non-autoregressive)#67BLEU score: 21.54
machine-translation-on-wmt2014-german-englishDenoising autoencoders (non-autoregressive)#12BLEU score: 25.43
machine-translation-on-wmt2016-english-1Denoising autoencoders (non-autoregressive)#10BLEU score: 29.66
machine-translation-on-wmt2016-romanianDenoising autoencoders (non-autoregressive)#17BLEU score: 30.30