WMT 2014

Introduced by Bojar et al. in Findings of the 2014 Workshop on Statistical Machine Translation

WMT 2014 is a collection of datasets used in shared tasks of the Ninth Workshop on Statistical Machine Translation. The workshop featured four tasks:

a news translation task,
a quality estimation task,
a metrics task,
a medical text translation task.

Source: https://www.aclweb.org/anthology/W14-3302.pdf

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Benchmarks

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Task	Dataset Variant	Best Model
Machine Translation	WMT2014 English-German	Transformer Cycle
Machine Translation	WMT2014 English-French	Transformer+BT
Machine Translation	WMT2014 German-English	Bi-SimCut
Unsupervised Machine Translation	WMT2014 English-French	BERT-fused NMT
Unsupervised Machine Translation	WMT2014 French-English	GPT-3 175B
Machine Translation	WMT2014 French-English	FLAN 137B
Unsupervised Machine Translation	WMT2014 English-German	SMT + NMT
Unsupervised Machine Translation	WMT2014 German-English	SMT + NMT
Machine Translation	WMT2014 English-Czech	Evolved Transformer Big
Translation deu-eng	newstest2014-deen	opus-mt-tc-base-gmw-gmw
Translation eng-deu	newstest2014-deen	opus-mt-tc-base-gmw-gmw