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+ ---
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+ annotations_creators:
3
+ - no-annotation
4
+ language_creators:
5
+ - found
6
+ language:
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+ - cs
8
+ - de
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+ - en
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+ - et
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+ - fi
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+ - kk
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+ - ru
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+ - tr
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+ - zh
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+ license:
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+ - unknown
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+ multilinguality:
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+ - translation
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+ size_categories:
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+ - 10M<n<100M
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+ source_datasets:
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+ - extended|europarl_bilingual
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+ - extended|news_commentary
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+ - extended|opus_paracrawl
26
+ - extended|setimes
27
+ - extended|un_multi
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+ task_categories:
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+ - translation
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+ task_ids: []
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+ paperswithcode_id: wmt-2018
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+ pretty_name: WMT18
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+ features:
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+ - name: translation
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+ dtype:
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+ translation:
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+ languages:
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+ dataset_size: 6344634853
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+ configs:
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+ - config_name: cs-en
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+ data_files:
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+ - split: train
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+ path: cs-en/train-*
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+ - split: validation
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+ path: cs-en/validation-*
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+ - split: test
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+ path: cs-en/test-*
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+ - config_name: de-en
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+ data_files:
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+ - split: train
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+ path: de-en/train-*
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+ - split: validation
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+ path: de-en/validation-*
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+ - split: test
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+ path: de-en/test-*
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+ - config_name: et-en
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+ data_files:
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+ - split: train
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+ path: et-en/train-*
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+ - split: validation
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+ path: et-en/validation-*
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+ - split: test
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+ path: et-en/test-*
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+ - config_name: fi-en
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+ data_files:
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+ - split: train
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+ path: fi-en/train-*
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+ - split: validation
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+ path: fi-en/validation-*
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+ - split: test
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+ path: fi-en/test-*
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+ - config_name: ru-en
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+ data_files:
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+ - split: train
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+ path: ru-en/train-*
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+ - split: validation
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+ path: ru-en/validation-*
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+ - split: test
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+ path: ru-en/test-*
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+ - config_name: tr-en
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+ data_files:
231
+ - split: train
232
+ path: tr-en/train-*
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+ - split: validation
234
+ path: tr-en/validation-*
235
+ - split: test
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+ path: tr-en/test-*
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+ - config_name: zh-en
238
+ data_files:
239
+ - split: train
240
+ path: zh-en/train-*
241
+ - split: validation
242
+ path: zh-en/validation-*
243
+ - split: test
244
+ path: zh-en/test-*
245
+ ---
246
+
247
+ # Dataset Card for "wmt18"
248
+
249
+ ## Table of Contents
250
+ - [Dataset Description](#dataset-description)
251
+ - [Dataset Summary](#dataset-summary)
252
+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
253
+ - [Languages](#languages)
254
+ - [Dataset Structure](#dataset-structure)
255
+ - [Data Instances](#data-instances)
256
+ - [Data Fields](#data-fields)
257
+ - [Data Splits](#data-splits)
258
+ - [Dataset Creation](#dataset-creation)
259
+ - [Curation Rationale](#curation-rationale)
260
+ - [Source Data](#source-data)
261
+ - [Annotations](#annotations)
262
+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
263
+ - [Considerations for Using the Data](#considerations-for-using-the-data)
264
+ - [Social Impact of Dataset](#social-impact-of-dataset)
265
+ - [Discussion of Biases](#discussion-of-biases)
266
+ - [Other Known Limitations](#other-known-limitations)
267
+ - [Additional Information](#additional-information)
268
+ - [Dataset Curators](#dataset-curators)
269
+ - [Licensing Information](#licensing-information)
270
+ - [Citation Information](#citation-information)
271
+ - [Contributions](#contributions)
272
+
273
+ ## Dataset Description
274
+
275
+ - **Homepage:** [http://www.statmt.org/wmt18/translation-task.html](http://www.statmt.org/wmt18/translation-task.html)
276
+ - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
277
+ - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
278
+ - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
279
+ - **Size of downloaded dataset files:** 2.03 GB
280
+ - **Size of the generated dataset:** 1.46 GB
281
+ - **Total amount of disk used:** 3.49 GB
282
+
283
+ ### Dataset Summary
284
+
285
+ <div class="course-tip course-tip-orange bg-gradient-to-br dark:bg-gradient-to-r before:border-orange-500 dark:before:border-orange-800 from-orange-50 dark:from-gray-900 to-white dark:to-gray-950 border border-orange-50 text-orange-700 dark:text-gray-400">
286
+ <p><b>Warning:</b> There are issues with the Common Crawl corpus data (<a href="https://www.statmt.org/wmt13/training-parallel-commoncrawl.tgz">training-parallel-commoncrawl.tgz</a>):</p>
287
+ <ul>
288
+ <li>Non-English files contain many English sentences.</li>
289
+ <li>Their "parallel" sentences in English are not aligned: they are uncorrelated with their counterpart.</li>
290
+ </ul>
291
+ <p>We have contacted the WMT organizers, and in response, they have indicated that they do not have plans to update the Common Crawl corpus data. Their rationale pertains to the expectation that such data has been superseded, primarily by CCMatrix, and to some extent, by ParaCrawl datasets.</p>
292
+ </div>
293
+
294
+ Translation dataset based on the data from statmt.org.
295
+
296
+ Versions exist for different years using a combination of data
297
+ sources. The base `wmt` allows you to create a custom dataset by choosing
298
+ your own data/language pair. This can be done as follows:
299
+
300
+ ```python
301
+ from datasets import inspect_dataset, load_dataset_builder
302
+
303
+ inspect_dataset("wmt18", "path/to/scripts")
304
+ builder = load_dataset_builder(
305
+ "path/to/scripts/wmt_utils.py",
306
+ language_pair=("fr", "de"),
307
+ subsets={
308
+ datasets.Split.TRAIN: ["commoncrawl_frde"],
309
+ datasets.Split.VALIDATION: ["euelections_dev2019"],
310
+ },
311
+ )
312
+
313
+ # Standard version
314
+ builder.download_and_prepare()
315
+ ds = builder.as_dataset()
316
+
317
+ # Streamable version
318
+ ds = builder.as_streaming_dataset()
319
+ ```
320
+
321
+ ### Supported Tasks and Leaderboards
322
+
323
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
324
+
325
+ ### Languages
326
+
327
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
328
+
329
+ ## Dataset Structure
330
+
331
+ ### Data Instances
332
+
333
+ #### cs-en
334
+
335
+ - **Size of downloaded dataset files:** 2.03 GB
336
+ - **Size of the generated dataset:** 1.46 GB
337
+ - **Total amount of disk used:** 3.49 GB
338
+
339
+ An example of 'validation' looks as follows.
340
+ ```
341
+
342
+ ```
343
+
344
+ ### Data Fields
345
+
346
+ The data fields are the same among all splits.
347
+
348
+ #### cs-en
349
+ - `translation`: a multilingual `string` variable, with possible languages including `cs`, `en`.
350
+
351
+ ### Data Splits
352
+
353
+ |name | train |validation|test|
354
+ |-----|-------:|---------:|---:|
355
+ |cs-en|11046024| 3005|2983|
356
+
357
+ ## Dataset Creation
358
+
359
+ ### Curation Rationale
360
+
361
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
362
+
363
+ ### Source Data
364
+
365
+ #### Initial Data Collection and Normalization
366
+
367
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
368
+
369
+ #### Who are the source language producers?
370
+
371
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
372
+
373
+ ### Annotations
374
+
375
+ #### Annotation process
376
+
377
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
378
+
379
+ #### Who are the annotators?
380
+
381
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
382
+
383
+ ### Personal and Sensitive Information
384
+
385
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
386
+
387
+ ## Considerations for Using the Data
388
+
389
+ ### Social Impact of Dataset
390
+
391
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
392
+
393
+ ### Discussion of Biases
394
+
395
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
396
+
397
+ ### Other Known Limitations
398
+
399
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
400
+
401
+ ## Additional Information
402
+
403
+ ### Dataset Curators
404
+
405
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
406
+
407
+ ### Licensing Information
408
+
409
+ [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
410
+
411
+ ### Citation Information
412
+
413
+ ```
414
+ @InProceedings{bojar-EtAl:2018:WMT1,
415
+ author = {Bojar, Ond
416
+ {r}ej and Federmann, Christian and Fishel, Mark
417
+ and Graham, Yvette and Haddow, Barry and Huck, Matthias and
418
+ Koehn, Philipp and Monz, Christof},
419
+ title = {Findings of the 2018 Conference on Machine Translation (WMT18)},
420
+ booktitle = {Proceedings of the Third Conference on Machine Translation,
421
+ Volume 2: Shared Task Papers},
422
+ month = {October},
423
+ year = {2018},
424
+ address = {Belgium, Brussels},
425
+ publisher = {Association for Computational Linguistics},
426
+ pages = {272--307},
427
+ url = {http://www.aclweb.org/anthology/W18-6401}
428
+ }
429
+
430
+ ```
431
+
432
+
433
+ ### Contributions
434
+
435
+ Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset.
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