| | --- |
| | annotations_creators: |
| | - no-annotation |
| | language_creators: |
| | - found |
| | language: |
| | - cs |
| | - de |
| | - en |
| | - et |
| | - fi |
| | - kk |
| | - ru |
| | - tr |
| | - zh |
| | license: |
| | - unknown |
| | multilinguality: |
| | - translation |
| | size_categories: |
| | - 10M<n<100M |
| | source_datasets: |
| | - extended|europarl_bilingual |
| | - extended|news_commentary |
| | - extended|opus_paracrawl |
| | - extended|setimes |
| | - extended|un_multi |
| | task_categories: |
| | - translation |
| | task_ids: [] |
| | pretty_name: WMT18 |
| | paperswithcode_id: wmt-2018 |
| | dataset_info: |
| | - config_name: cs-en |
| | features: |
| | - name: translation |
| | dtype: |
| | translation: |
| | languages: |
| | - cs |
| | - en |
| | splits: |
| | - name: train |
| | num_bytes: 1461016186 |
| | num_examples: 11046024 |
| | - name: validation |
| | num_bytes: 674430 |
| | num_examples: 3005 |
| | - name: test |
| | num_bytes: 696229 |
| | num_examples: 2983 |
| | download_size: 2030359086 |
| | dataset_size: 1462386845 |
| | - config_name: de-en |
| | features: |
| | - name: translation |
| | dtype: |
| | translation: |
| | languages: |
| | - de |
| | - en |
| | splits: |
| | - name: train |
| | num_bytes: 8187552108 |
| | num_examples: 42271874 |
| | - name: validation |
| | num_bytes: 729519 |
| | num_examples: 3004 |
| | - name: test |
| | num_bytes: 757649 |
| | num_examples: 2998 |
| | download_size: 3808612335 |
| | dataset_size: 8189039276 |
| | - config_name: et-en |
| | features: |
| | - name: translation |
| | dtype: |
| | translation: |
| | languages: |
| | - et |
| | - en |
| | splits: |
| | - name: train |
| | num_bytes: 647992667 |
| | num_examples: 2175873 |
| | - name: validation |
| | num_bytes: 459398 |
| | num_examples: 2000 |
| | - name: test |
| | num_bytes: 489394 |
| | num_examples: 2000 |
| | download_size: 524534404 |
| | dataset_size: 648941459 |
| | - config_name: fi-en |
| | features: |
| | - name: translation |
| | dtype: |
| | translation: |
| | languages: |
| | - fi |
| | - en |
| | splits: |
| | - name: train |
| | num_bytes: 857171881 |
| | num_examples: 3280600 |
| | - name: validation |
| | num_bytes: 1388828 |
| | num_examples: 6004 |
| | - name: test |
| | num_bytes: 691841 |
| | num_examples: 3000 |
| | download_size: 491874780 |
| | dataset_size: 859252550 |
| | - config_name: kk-en |
| | features: |
| | - name: translation |
| | dtype: |
| | translation: |
| | languages: |
| | - kk |
| | - en |
| | splits: |
| | - name: train |
| | - name: validation |
| | - name: test |
| | download_size: 0 |
| | dataset_size: 0 |
| | - config_name: ru-en |
| | features: |
| | - name: translation |
| | dtype: |
| | translation: |
| | languages: |
| | - ru |
| | - en |
| | splits: |
| | - name: train |
| | num_bytes: 13665367647 |
| | num_examples: 36858512 |
| | - name: validation |
| | num_bytes: 1040195 |
| | num_examples: 3001 |
| | - name: test |
| | num_bytes: 1085596 |
| | num_examples: 3000 |
| | download_size: 4195144356 |
| | dataset_size: 13667493438 |
| | - config_name: tr-en |
| | features: |
| | - name: translation |
| | dtype: |
| | translation: |
| | languages: |
| | - tr |
| | - en |
| | splits: |
| | - name: train |
| | num_bytes: 60416617 |
| | num_examples: 205756 |
| | - name: validation |
| | num_bytes: 752773 |
| | num_examples: 3007 |
| | - name: test |
| | num_bytes: 770313 |
| | num_examples: 3000 |
| | download_size: 62263061 |
| | dataset_size: 61939703 |
| | - config_name: zh-en |
| | features: |
| | - name: translation |
| | dtype: |
| | translation: |
| | languages: |
| | - zh |
| | - en |
| | splits: |
| | - name: train |
| | num_bytes: 5536169801 |
| | num_examples: 25160346 |
| | - name: validation |
| | num_bytes: 540347 |
| | num_examples: 2001 |
| | - name: test |
| | num_bytes: 1107522 |
| | num_examples: 3981 |
| | download_size: 2259428767 |
| | dataset_size: 5537817670 |
| | --- |
| | |
| | # Dataset Card for "wmt18" |
| |
|
| | ## 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/wmt18/translation-task.html](http://www.statmt.org/wmt18/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:** 1935.34 MB |
| | - **Size of the generated dataset:** 1394.65 MB |
| | - **Total amount of disk used:** 3329.99 MB |
| |
|
| | ### Dataset Summary |
| |
|
| | 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("wmt18", "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:** 1935.34 MB |
| | - **Size of the generated dataset:** 1394.65 MB |
| | - **Total amount of disk used:** 3329.99 MB |
| |
|
| | 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|11046024| 3005|2983| |
| |
|
| | ## 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:2018:WMT1, |
| | author = {Bojar, Ond |
| | {r}ej and Federmann, Christian and Fishel, Mark |
| | and Graham, Yvette and Haddow, Barry and Huck, Matthias and |
| | Koehn, Philipp and Monz, Christof}, |
| | title = {Findings of the 2018 Conference on Machine Translation (WMT18)}, |
| | booktitle = {Proceedings of the Third Conference on Machine Translation, |
| | Volume 2: Shared Task Papers}, |
| | month = {October}, |
| | year = {2018}, |
| | address = {Belgium, Brussels}, |
| | publisher = {Association for Computational Linguistics}, |
| | pages = {272--307}, |
| | url = {http://www.aclweb.org/anthology/W18-6401} |
| | } |
| | |
| | ``` |
| |
|
| |
|
| | ### Contributions |
| |
|
| | Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |
