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ResearchFormerly WizWand

Machine Translation on WMT'14 1.2.10 (test)

46.4BLEU36L-12L-768D ADMIN + BT
41.61642.85844.145.342Aug 18, 2020
Updated 8mo ago

Evaluation results

MethodLinks
36L-12L-768D ADMIN + BTArchitecture=36 Encoder Layers, 12 Decoder Layers, 768 Hidden Dimension, Initialization=ADMIN, Back-translation=True, Evaluation Tool=multi-bleu.perl2020.0846.4
60L-12L ADMIN + BTArchitecture=60 Encoder Layers, 12 Decoder Layers, Initialization=ADMIN, Back-translation=True, Evaluation Tool=multi-bleu.perl2020.0846
BT (Edunov et al., 2018)Back-translation=True, Evaluation Tool=multi-bleu.perl2020.0845.6
36L-12L-768D ADMIN + BTArchitecture=36 Encoder Layers, 12 Decoder Layers, 768 Hidden Dimension, Initialization=ADMIN, Back-translation=True, Evaluation Tool=sacreBLEU.py2020.0844.4
60L-12L ADMIN + BTArchitecture=60 Encoder Layers, 12 Decoder Layers, Initialization=ADMIN, Back-translation=True, Evaluation Tool=sacreBLEU.py2020.0844.1
60L-12L ADMINArchitecture=60 Encoder Layers, 12 Decoder Layers, Initialization=ADMIN, Back-translation=False, Evaluation Tool=multi-bleu.perl2020.0843.8
60L-12L ADMINArchitecture=60 Encoder Layers, 12 Decoder Layers, Initialization=ADMIN, Back-translation=False, Evaluation Tool=sacreBLEU.py2020.0841.8