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English

Machine Translation On Iwslt2015 English 1

Metrics

BLEU

Results

Performance results of various models on this benchmark

Model Name	BLEU	Paper Title	Repository
EnViT5 + MTet	40.2	MTet: Multi-domain Translation for English and Vietnamese
Self-Adaptive Control of Temperature	29.12	Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation
Tall Transformer with Style-Augmented Training	37.8	Better Translation for Vietnamese
SAWR	29.09	Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations	-
Transformer+BPE-dropout	33.27	BPE-Dropout: Simple and Effective Subword Regularization
LSTM+Attention+Ensemble	26.4	Stanford Neural Machine Translation Systems for Spoken Language Domains
Transformer+BPE+FixNorm+ScaleNorm	32.8	Transformers without Tears: Improving the Normalization of Self-Attention
NLLB-200	-	No Language Left Behind: Scaling Human-Centered Machine Translation
CVT	29.6	Semi-Supervised Sequence Modeling with Cross-View Training
Transformer+LayerNorm-simple	31.4	Understanding and Improving Layer Normalization	-
DeconvDec	28.47	Deconvolution-Based Global Decoding for Neural Machine Translation

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