wmt16_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)

Additional Documentation: Explore on Papers With Code
Homepage: http://www.statmt.org/wmt16/translation-task.html
Source code: tfds.translate.Wmt16Translate
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.
Figure (tfds.show_examples): Not supported.
Citation:

@InProceedings{bojar-EtAl:2016:WMT1,
  author    = {Bojar, Ond
{r}ej  and  Chatterjee, Rajen  and  Federmann, Christian  and  Graham, Yvette  and  Haddow, Barry  and  Huck, Matthias  and  Jimeno Yepes, Antonio  and  Koehn, Philipp  and  Logacheva, Varvara  and  Monz, Christof  and  Negri, Matteo  and  Neveol, Aurelie  and  Neves, Mariana  and  Popel, Martin  and  Post, Matt  and  Rubino, Raphael  and  Scarton, Carolina  and  Specia, Lucia  and  Turchi, Marco  and  Verspoor, Karin  and  Zampieri, Marcos},
  title     = {Findings of the 2016 Conference on Machine Translation},
  booktitle = {Proceedings of the First Conference on Machine Translation},
  month     = {August},
  year      = {2016},
  address   = {Berlin, Germany},
  publisher = {Association for Computational Linguistics},
  pages     = {131--198},
  url       = {http://www.aclweb.org/anthology/W/W16/W16-2301}
}

wmt16_translate/cs-en (default config)

Config description: WMT 2016 cs-en translation task dataset.
Download size: 1.57 GiB
Dataset size: 7.56 GiB
Auto-cached (documentation): No
Splits:

Split	Examples
`'test'`	2,999
`'train'`	52,335,651
`'validation'`	2,656

Feature structure:

Translation({
    'cs': Text(shape=(), dtype=string),
    'en': Text(shape=(), dtype=string),
})

Feature documentation:

Feature	Class	Dtype
	Translation
cs	Text	string
en	Text	string

Supervised keys (See as_supervised doc): ('cs', 'en')
Examples (tfds.as_dataframe):

wmt16_translate/de-en

Config description: WMT 2016 de-en translation task dataset.
Download size: 1.57 GiB
Dataset size: 1.38 GiB
Auto-cached (documentation): No
Splits:

Split	Examples
`'test'`	2,999
`'train'`	4,548,885
`'validation'`	2,169

Feature structure:

Translation({
    'de': Text(shape=(), dtype=string),
    'en': Text(shape=(), dtype=string),
})

Feature documentation:

Feature	Class	Dtype
	Translation
de	Text	string
en	Text	string

Supervised keys (See as_supervised doc): ('de', 'en')
Examples (tfds.as_dataframe):

wmt16_translate/fi-en

Config description: WMT 2016 fi-en translation task dataset.
Download size: 260.51 MiB
Dataset size: 624.31 MiB
Auto-cached (documentation): No
Splits:

Split	Examples
`'test'`	6,000
`'train'`	2,073,394
`'validation'`	1,370

Feature structure:

Translation({
    'en': Text(shape=(), dtype=string),
    'fi': Text(shape=(), dtype=string),
})

Feature documentation:

Feature	Class	Dtype
	Translation
en	Text	string
fi	Text	string

Supervised keys (See as_supervised doc): ('fi', 'en')
Examples (tfds.as_dataframe):

wmt16_translate/ro-en

Config description: WMT 2016 ro-en translation task dataset.
Download size: 273.83 MiB
Dataset size: 194.35 MiB
Auto-cached (documentation): Yes (test, validation), Only when shuffle_files=False (train)
Splits:

Split	Examples
`'test'`	1,999
`'train'`	610,320
`'validation'`	1,999

Feature structure:

Translation({
    'en': Text(shape=(), dtype=string),
    'ro': Text(shape=(), dtype=string),
})

Feature documentation:

Feature	Class	Dtype
	Translation
en	Text	string
ro	Text	string

Supervised keys (See as_supervised doc): ('ro', 'en')
Examples (tfds.as_dataframe):

wmt16_translate/ru-en

Config description: WMT 2016 ru-en translation task dataset.
Download size: 993.38 MiB
Dataset size: 854.44 MiB
Auto-cached (documentation): No
Splits:

Split	Examples
`'test'`	2,998
`'train'`	2,516,162
`'validation'`	2,818

Feature structure:

Translation({
    'en': Text(shape=(), dtype=string),
    'ru': Text(shape=(), dtype=string),
})

Feature documentation:

Feature	Class	Dtype
	Translation
en	Text	string
ru	Text	string

Supervised keys (See as_supervised doc): ('ru', 'en')
Examples (tfds.as_dataframe):

wmt16_translate/tr-en

Config description: WMT 2016 tr-en translation task dataset.
Download size: 59.32 MiB
Dataset size: 63.21 MiB
Auto-cached (documentation): Yes
Splits:

Split	Examples
`'test'`	3,000
`'train'`	205,756
`'validation'`	1,001

Feature structure:

Translation({
    'en': Text(shape=(), dtype=string),
    'tr': Text(shape=(), dtype=string),
})

Feature documentation:

Feature	Class	Dtype
	Translation
en	Text	string
tr	Text	string

Supervised keys (See as_supervised doc): ('tr', 'en')
Examples (tfds.as_dataframe):