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wmt13_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)
  • Homepage: http://www.statmt.org/wmt13/translation-task.html

  • Source code: tfds.translate.Wmt13Translate

  • Versions:

    • 1.0.0 (default): No release notes.
  • Manual download instructions: This dataset requires you to download the source data manually into download_config.manual_dir (defaults to ~/tensorflow_datasets/downloads/manual/):
    Some of the wmt configs here, require a manual download. Please look into wmt.py to see the exact path (and file name) that has to be downloaded.

  • Auto-cached (documentation): No

  • Citation:

@InProceedings{bojar-EtAl:2013:WMT,
  author    = {Bojar, Ondrej  and  Buck, Christian  and  Callison-Burch, Chris  and  Federmann, Christian  and  Haddow, Barry  and  Koehn, Philipp  and  Monz, Christof  and  Post, Matt  and  Soricut, Radu  and  Specia, Lucia},
  title     = {Findings of the 2013 {Workshop on Statistical Machine Translation} },
  booktitle = {Proceedings of the Eighth Workshop on Statistical Machine Translation},
  month     = {August},
  year      = {2013},
  address   = {Sofia, Bulgaria},
  publisher = {Association for Computational Linguistics},
  pages     = {1--44},
  url       = {http://www.aclweb.org/anthology/W13-2201}
}

wmt13_translate/cs-en (default config)

  • Config description: WMT 2013 cs-en translation task dataset.

  • Download size: 1.59 GiB

  • Dataset size: 2.89 GiB

  • Splits:

Split Examples
'test' 3,000
'train' 15,780,759
'validation' 13,573
  • Features:
Translation({
    'cs': Text(shape=(), dtype=tf.string),
    'en': Text(shape=(), dtype=tf.string),
})

wmt13_translate/de-en

  • Config description: WMT 2013 de-en translation task dataset.

  • Download size: 1.59 GiB

  • Dataset size: 1.36 GiB

  • Splits:

Split Examples
'test' 3,000
'train' 4,485,758
'validation' 13,573
  • Features:
Translation({
    'de': Text(shape=(), dtype=tf.string),
    'en': Text(shape=(), dtype=tf.string),
})

wmt13_translate/fr-en

  • Config description: WMT 2013 fr-en translation task dataset.

  • Download size: 6.21 GiB

  • Dataset size: 14.64 GiB

  • Splits:

Split Examples
'test' 3,000
'train' 40,810,860
'validation' 13,573
  • Features:
Translation({
    'en': Text(shape=(), dtype=tf.string),
    'fr': Text(shape=(), dtype=tf.string),
})

wmt13_translate/es-en

  • Config description: WMT 2013 es-en translation task dataset.

  • Download size: 3.79 GiB

  • Dataset size: 5.24 GiB

  • Splits:

Split Examples
'test' 3,000
'train' 15,176,790
'validation' 13,573
  • Features:
Translation({
    'en': Text(shape=(), dtype=tf.string),
    'es': Text(shape=(), dtype=tf.string),
})

wmt13_translate/ru-en

  • Config description: WMT 2013 ru-en translation task dataset.

  • Download size: 1010.20 MiB

  • Dataset size: 833.67 MiB

  • Splits:

Split Examples
'test' 3,000
'train' 2,471,670
'validation' 3,003
  • Features:
Translation({
    'en': Text(shape=(), dtype=tf.string),
    'ru': Text(shape=(), dtype=tf.string),
})