wmt15_translate

  • Description:

Translate dataset based on the data from statmt.org.

Versions exists for the different years using a combination of multiple data sources. The base wmt_translate allows you to create your own config to choose your own data/language pair by creating a custom tfds.translate.wmt.WmtConfig.

config = tfds.translate.wmt.WmtConfig(
    version="0.0.1",
    language_pair=("fr", "de"),
    subsets={
        tfds.Split.TRAIN: ["commoncrawl_frde"],
        tfds.Split.VALIDATION: ["euelections_dev2019"],
    },
)
builder = tfds.builder("wmt_translate", config=config)

@InProceedings{bojar-EtAl:2015:WMT,
  author    = {Bojar, Ond
{r}ej  and  Chatterjee, Rajen  and  Federmann, Christian  and  Haddow, Barry  and  Huck, Matthias  and  Hokamp, Chris  and  Koehn, Philipp  and  Logacheva, Varvara  and  Monz, Christof  and  Negri, Matteo  and  Post, Matt  and  Scarton, Carolina  and  Specia, Lucia  and  Turchi, Marco},
  title     = {Findings of the 2015 Workshop on Statistical Machine Translation},
  booktitle = {Proceedings of the Tenth Workshop on Statistical Machine Translation},
  month     = {September},
  year      = {2015},
  address   = {Lisbon, Portugal},
  publisher = {Association for Computational Linguistics},
  pages     = {1--46},
  url       = {http://aclweb.org/anthology/W15-3001}
}

wmt15_translate/cs-en (default config)

  • Config description: WMT 2015 cs-en translation task dataset.

  • Download size: 1.62 GiB

  • Dataset size: 2.89 GiB

  • Splits:

Split Examples
'test' 2,656
'train' 15,793,126
'validation' 3,003
  • Feature structure:
Translation({
    'cs': Text(shape=(), dtype=string),
    'en': Text(shape=(), dtype=string),
})
  • Feature documentation:
Feature Class Shape Dtype Description
Translation
cs Text string
en Text string

wmt15_translate/de-en

  • Config description: WMT 2015 de-en translation task dataset.

  • Download size: 1.62 GiB

  • Dataset size: 1.37 GiB

  • Splits:

Split Examples
'test' 2,169
'train' 4,522,998
'validation' 3,003
  • Feature structure:
Translation({
    'de': Text(shape=(), dtype=string),
    'en': Text(shape=(), dtype=string),
})
  • Feature documentation:
Feature Class Shape Dtype Description
Translation
de Text string
en Text string

wmt15_translate/fi-en

  • Config description: WMT 2015 fi-en translation task dataset.

  • Download size: 260.51 MiB

  • Dataset size: 623.22 MiB

  • Splits:

Split Examples
'test' 1,370
'train' 2,073,394
'validation' 1,500
  • Feature structure:
Translation({
    'en': Text(shape=(), dtype=string),
    'fi': Text(shape=(), dtype=string),
})
  • Feature documentation:
Feature Class Shape Dtype Description
Translation
en Text string
fi Text string

wmt15_translate/fr-en

  • Config description: WMT 2015 fr-en translation task dataset.

  • Download size: 6.24 GiB

  • Dataset size: 14.65 GiB

  • Splits:

Split Examples
'test' 1,500
'train' 40,853,298
'validation' 4,503
  • Feature structure:
Translation({
    'en': Text(shape=(), dtype=string),
    'fr': Text(shape=(), dtype=string),
})
  • Feature documentation:
Feature Class Shape Dtype Description
Translation
en Text string
fr Text string

wmt15_translate/ru-en

  • Config description: WMT 2015 ru-en translation task dataset.

  • Download size: 1.02 GiB

  • Dataset size: 843.90 MiB

  • Splits:

Split Examples
'test' 2,818
'train' 2,495,081
'validation' 3,003
  • Feature structure:
Translation({
    'en': Text(shape=(), dtype=string),
    'ru': Text(shape=(), dtype=string),
})
  • Feature documentation:
Feature Class Shape Dtype Description
Translation
en Text string
ru Text string