Datasets:
albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#3)
ebb5f59
| annotations_creators: | |
| - no-annotation | |
| language_creators: | |
| - found | |
| language: | |
| - cs | |
| - de | |
| - en | |
| - fr | |
| - hi | |
| - ru | |
| license: | |
| - unknown | |
| multilinguality: | |
| - translation | |
| size_categories: | |
| - 10M<n<100M | |
| source_datasets: | |
| - extended|europarl_bilingual | |
| - extended|giga_fren | |
| - extended|news_commentary | |
| - extended|un_multi | |
| - extended|hind_encorp | |
| task_categories: | |
| - translation | |
| task_ids: [] | |
| pretty_name: WMT14 | |
| paperswithcode_id: wmt-2014 | |
| dataset_info: | |
| - config_name: cs-en | |
| features: | |
| - name: translation | |
| dtype: | |
| translation: | |
| languages: | |
| - cs | |
| - en | |
| splits: | |
| - name: train | |
| num_bytes: 280992794 | |
| num_examples: 953621 | |
| - name: validation | |
| num_bytes: 702473 | |
| num_examples: 3000 | |
| - name: test | |
| num_bytes: 757817 | |
| num_examples: 3003 | |
| download_size: 1696003559 | |
| dataset_size: 282453084 | |
| - config_name: de-en | |
| features: | |
| - name: translation | |
| dtype: | |
| translation: | |
| languages: | |
| - de | |
| - en | |
| splits: | |
| - name: train | |
| num_bytes: 1358410408 | |
| num_examples: 4508785 | |
| - name: validation | |
| num_bytes: 736415 | |
| num_examples: 3000 | |
| - name: test | |
| num_bytes: 777334 | |
| num_examples: 3003 | |
| download_size: 1696003559 | |
| dataset_size: 1359924157 | |
| - config_name: fr-en | |
| features: | |
| - name: translation | |
| dtype: | |
| translation: | |
| languages: | |
| - fr | |
| - en | |
| splits: | |
| - name: train | |
| num_bytes: 14752554924 | |
| num_examples: 40836715 | |
| - name: validation | |
| num_bytes: 744447 | |
| num_examples: 3000 | |
| - name: test | |
| num_bytes: 838857 | |
| num_examples: 3003 | |
| download_size: 6658118909 | |
| dataset_size: 14754138228 | |
| - config_name: hi-en | |
| features: | |
| - name: translation | |
| dtype: | |
| translation: | |
| languages: | |
| - hi | |
| - en | |
| splits: | |
| - name: train | |
| num_bytes: 1936035 | |
| num_examples: 32863 | |
| - name: validation | |
| num_bytes: 181465 | |
| num_examples: 520 | |
| - name: test | |
| num_bytes: 1075016 | |
| num_examples: 2507 | |
| download_size: 46879684 | |
| dataset_size: 3192516 | |
| - config_name: ru-en | |
| features: | |
| - name: translation | |
| dtype: | |
| translation: | |
| languages: | |
| - ru | |
| - en | |
| splits: | |
| - name: train | |
| num_bytes: 433210270 | |
| num_examples: 1486965 | |
| - name: validation | |
| num_bytes: 977946 | |
| num_examples: 3000 | |
| - name: test | |
| num_bytes: 1087746 | |
| num_examples: 3003 | |
| download_size: 1047396736 | |
| dataset_size: 435275962 | |
| # Dataset Card for "wmt14" | |
| ## 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/wmt14/translation-task.html](http://www.statmt.org/wmt14/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:** 1.70 GB | |
| - **Size of the generated dataset:** 282.95 MB | |
| - **Total amount of disk used:** 1.98 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.</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("wmt14", "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:** 1.70 GB | |
| - **Size of the generated dataset:** 282.95 MB | |
| - **Total amount of disk used:** 1.98 GB | |
| An example of 'train' 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|953621| 3000|3003| | |
| ## 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:2014:W14-33, | |
| author = {Bojar, Ondrej and Buck, Christian and Federmann, Christian and Haddow, Barry and Koehn, Philipp and Leveling, Johannes and Monz, Christof and Pecina, Pavel and Post, Matt and Saint-Amand, Herve and Soricut, Radu and Specia, Lucia and Tamchyna, Ale | |
| {s}}, | |
| title = {Findings of the 2014 Workshop on Statistical Machine Translation}, | |
| booktitle = {Proceedings of the Ninth Workshop on Statistical Machine Translation}, | |
| month = {June}, | |
| year = {2014}, | |
| address = {Baltimore, Maryland, USA}, | |
| publisher = {Association for Computational Linguistics}, | |
| pages = {12--58}, | |
| url = {http://www.aclweb.org/anthology/W/W14/W14-3302} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |