README.md

---
annotations_creators:
- no-annotation
language_creators:
- found
language:
- cs
- de
- en
- fi
- ro
- ru
- tr
license:
- unknown
multilinguality:
- translation
size_categories:
- 10M<n<100M
source_datasets:
- extended|europarl_bilingual
- extended|news_commentary
- extended|setimes
- extended|un_multi
task_categories:
- translation
task_ids: []
paperswithcode_id: wmt-2016
pretty_name: WMT16
dataset_info:
- config_name: cs-en
  features:
  - name: translation
    dtype:
      translation:
        languages:
        - cs
        - en
  splits:
  - name: train
    num_bytes: 295995226
    num_examples: 997240
  - name: validation
    num_bytes: 572195
    num_examples: 2656
  - name: test
    num_bytes: 707862
    num_examples: 2999
  download_size: 178250444
  dataset_size: 297275283
- config_name: de-en
  features:
  - name: translation
    dtype:
      translation:
        languages:
        - de
        - en
  splits:
  - name: train
    num_bytes: 1373099816
    num_examples: 4548885
  - name: validation
    num_bytes: 522981
    num_examples: 2169
  - name: test
    num_bytes: 735508
    num_examples: 2999
  download_size: 827152589
  dataset_size: 1374358305
- config_name: fi-en
  features:
  - name: translation
    dtype:
      translation:
        languages:
        - fi
        - en
  splits:
  - name: train
    num_bytes: 605145153
    num_examples: 2073394
  - name: validation
    num_bytes: 306327
    num_examples: 1370
  - name: test
    num_bytes: 1410507
    num_examples: 6000
  download_size: 348306427
  dataset_size: 606861987
- config_name: ro-en
  features:
  - name: translation
    dtype:
      translation:
        languages:
        - ro
        - en
  splits:
  - name: train
    num_bytes: 188287711
    num_examples: 610320
  - name: validation
    num_bytes: 561791
    num_examples: 1999
  - name: test
    num_bytes: 539208
    num_examples: 1999
  download_size: 108584039
  dataset_size: 189388710
- config_name: ru-en
  features:
  - name: translation
    dtype:
      translation:
        languages:
        - ru
        - en
  splits:
  - name: train
    num_bytes: 448322024
    num_examples: 1516162
  - name: validation
    num_bytes: 955964
    num_examples: 2818
  - name: test
    num_bytes: 1050669
    num_examples: 2998
  download_size: 231557371
  dataset_size: 450328657
- config_name: tr-en
  features:
  - name: translation
    dtype:
      translation:
        languages:
        - tr
        - en
  splits:
  - name: train
    num_bytes: 60416449
    num_examples: 205756
  - name: validation
    num_bytes: 240642
    num_examples: 1001
  - name: test
    num_bytes: 732428
    num_examples: 3000
  download_size: 37389436
  dataset_size: 61389519
configs:
- config_name: cs-en
  data_files:
  - split: train
    path: cs-en/train-*
  - split: validation
    path: cs-en/validation-*
  - split: test
    path: cs-en/test-*
- config_name: de-en
  data_files:
  - split: train
    path: de-en/train-*
  - split: validation
    path: de-en/validation-*
  - split: test
    path: de-en/test-*
- config_name: fi-en
  data_files:
  - split: train
    path: fi-en/train-*
  - split: validation
    path: fi-en/validation-*
  - split: test
    path: fi-en/test-*
- config_name: ro-en
  data_files:
  - split: train
    path: ro-en/train-*
  - split: validation
    path: ro-en/validation-*
  - split: test
    path: ro-en/test-*
- config_name: ru-en
  data_files:
  - split: train
    path: ru-en/train-*
  - split: validation
    path: ru-en/validation-*
  - split: test
    path: ru-en/test-*
- config_name: tr-en
  data_files:
  - split: train
    path: tr-en/train-*
  - split: validation
    path: tr-en/validation-*
  - split: test
    path: tr-en/test-*
---

# Dataset Card for "wmt16"

## Table of Contents
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-fields)
  - [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
  - [Curation Rationale](#curation-rationale)
  - [Source Data](#source-data)
  - [Annotations](#annotations)
  - [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
  - [Social Impact of Dataset](#social-impact-of-dataset)
  - [Discussion of Biases](#discussion-of-biases)
  - [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
  - [Dataset Curators](#dataset-curators)
  - [Licensing Information](#licensing-information)
  - [Citation Information](#citation-information)
  - [Contributions](#contributions)

## Dataset Description

- **Homepage:** [http://www.statmt.org/wmt16/translation-task.html](http://www.statmt.org/wmt16/translation-task.html)
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of downloaded dataset files:** 1.69 GB
- **Size of the generated dataset:** 297.28 MB
- **Total amount of disk used:** 1.99 GB

### Dataset Summary

<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">
  <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>
  <ul>
    <li>Non-English files contain many English sentences.</li>
    <li>Their "parallel" sentences in English are not aligned: they are uncorrelated with their counterpart.</li>
  </ul>
  <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>
</div>

Translation dataset based on the data from statmt.org.

Versions exist for different years using a combination of data
sources. The base `wmt` allows you to create a custom dataset by choosing
your own data/language pair. This can be done as follows:

```python
from datasets import inspect_dataset, load_dataset_builder

inspect_dataset("wmt16", "path/to/scripts")
builder = load_dataset_builder(
    "path/to/scripts/wmt_utils.py",
    language_pair=("fr", "de"),
    subsets={
        datasets.Split.TRAIN: ["commoncrawl_frde"],
        datasets.Split.VALIDATION: ["euelections_dev2019"],
    },
)

# Standard version
builder.download_and_prepare()
ds = builder.as_dataset()

# Streamable version
ds = builder.as_streaming_dataset()
```

### Supported Tasks and Leaderboards

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Languages

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

## Dataset Structure

### Data Instances

#### cs-en

- **Size of downloaded dataset files:** 1.69 GB
- **Size of the generated dataset:** 297.28 MB
- **Total amount of disk used:** 1.99 GB

An example of 'validation' looks as follows.
```

```

### Data Fields

The data fields are the same among all splits.

#### cs-en
- `translation`: a multilingual `string` variable, with possible languages including `cs`, `en`.

### Data Splits

|name |train |validation|test|
|-----|-----:|---------:|---:|
|cs-en|997240|      2656|2999|

## Dataset Creation

### Curation Rationale

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Source Data

#### Initial Data Collection and Normalization

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

#### Who are the source language producers?

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Annotations

#### Annotation process

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

#### Who are the annotators?

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Personal and Sensitive Information

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Discussion of Biases

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Other Known Limitations

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

## Additional Information

### Dataset Curators

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Licensing Information

[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

### Citation Information

```

@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}
}

```


### Contributions

Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset.