albertvillanova
HF Staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#5)
60682d3
| annotations_creators: | |
| - found | |
| language_creators: | |
| - found | |
| language: | |
| - de | |
| - es | |
| - fr | |
| - ru | |
| - tr | |
| license: | |
| - other | |
| multilinguality: | |
| - multilingual | |
| size_categories: | |
| - 100K<n<1M | |
| - 10K<n<100K | |
| source_datasets: | |
| - extended|cnn_dailymail | |
| - original | |
| task_categories: | |
| - summarization | |
| - translation | |
| - text-classification | |
| task_ids: | |
| - news-articles-summarization | |
| - multi-class-classification | |
| - multi-label-classification | |
| - topic-classification | |
| paperswithcode_id: mlsum | |
| pretty_name: MLSUM | |
| configs: | |
| - de | |
| - es | |
| - fr | |
| - ru | |
| - tu | |
| dataset_info: | |
| - config_name: de | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: summary | |
| dtype: string | |
| - name: topic | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: date | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 846959840 | |
| num_examples: 220887 | |
| - name: validation | |
| num_bytes: 47119541 | |
| num_examples: 11394 | |
| - name: test | |
| num_bytes: 46847612 | |
| num_examples: 10701 | |
| download_size: 1005814154 | |
| dataset_size: 940926993 | |
| - config_name: es | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: summary | |
| dtype: string | |
| - name: topic | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: date | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 1214558302 | |
| num_examples: 266367 | |
| - name: validation | |
| num_bytes: 50643400 | |
| num_examples: 10358 | |
| - name: test | |
| num_bytes: 71263665 | |
| num_examples: 13920 | |
| download_size: 1456211154 | |
| dataset_size: 1336465367 | |
| - config_name: fr | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: summary | |
| dtype: string | |
| - name: topic | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: date | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 1471965014 | |
| num_examples: 392902 | |
| - name: validation | |
| num_bytes: 70413212 | |
| num_examples: 16059 | |
| - name: test | |
| num_bytes: 69660288 | |
| num_examples: 15828 | |
| download_size: 1849565564 | |
| dataset_size: 1612038514 | |
| - config_name: ru | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: summary | |
| dtype: string | |
| - name: topic | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: date | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 257389497 | |
| num_examples: 25556 | |
| - name: validation | |
| num_bytes: 9128497 | |
| num_examples: 750 | |
| - name: test | |
| num_bytes: 9656398 | |
| num_examples: 757 | |
| download_size: 766226107 | |
| dataset_size: 276174392 | |
| - config_name: tu | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: summary | |
| dtype: string | |
| - name: topic | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: date | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 641622783 | |
| num_examples: 249277 | |
| - name: validation | |
| num_bytes: 25530661 | |
| num_examples: 11565 | |
| - name: test | |
| num_bytes: 27830212 | |
| num_examples: 12775 | |
| download_size: 942308960 | |
| dataset_size: 694983656 | |
| # Dataset Card for MLSUM | |
| ## 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:** []() | |
| - **Repository:** https://github.com/recitalAI/MLSUM | |
| - **Paper:** https://www.aclweb.org/anthology/2020.emnlp-main.647/ | |
| - **Point of Contact:** [email]([email protected]) | |
| - **Size of downloaded dataset files:** 1.83 GB | |
| - **Size of the generated dataset:** 4.86 GB | |
| - **Total amount of disk used:** 6.69 GB | |
| ### Dataset Summary | |
| We present MLSUM, the first large-scale MultiLingual SUMmarization dataset. | |
| Obtained from online newspapers, it contains 1.5M+ article/summary pairs in five different languages -- namely, French, German, Spanish, Russian, Turkish. | |
| Together with English newspapers from the popular CNN/Daily mail dataset, the collected data form a large scale multilingual dataset which can enable new research directions for the text summarization community. | |
| We report cross-lingual comparative analyses based on state-of-the-art systems. | |
| These highlight existing biases which motivate the use of a multi-lingual 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 | |
| #### de | |
| - **Size of downloaded dataset files:** 346.58 MB | |
| - **Size of the generated dataset:** 940.93 MB | |
| - **Total amount of disk used:** 1.29 GB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "date": "01/01/2001", | |
| "summary": "A text", | |
| "text": "This is a text", | |
| "title": "A sample", | |
| "topic": "football", | |
| "url": "https://www.google.com" | |
| } | |
| ``` | |
| #### es | |
| - **Size of downloaded dataset files:** 513.31 MB | |
| - **Size of the generated dataset:** 1.34 GB | |
| - **Total amount of disk used:** 1.85 GB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "date": "01/01/2001", | |
| "summary": "A text", | |
| "text": "This is a text", | |
| "title": "A sample", | |
| "topic": "football", | |
| "url": "https://www.google.com" | |
| } | |
| ``` | |
| #### fr | |
| - **Size of downloaded dataset files:** 619.99 MB | |
| - **Size of the generated dataset:** 1.61 GB | |
| - **Total amount of disk used:** 2.23 GB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "date": "01/01/2001", | |
| "summary": "A text", | |
| "text": "This is a text", | |
| "title": "A sample", | |
| "topic": "football", | |
| "url": "https://www.google.com" | |
| } | |
| ``` | |
| #### ru | |
| - **Size of downloaded dataset files:** 106.22 MB | |
| - **Size of the generated dataset:** 276.17 MB | |
| - **Total amount of disk used:** 382.39 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "date": "01/01/2001", | |
| "summary": "A text", | |
| "text": "This is a text", | |
| "title": "A sample", | |
| "topic": "football", | |
| "url": "https://www.google.com" | |
| } | |
| ``` | |
| #### tu | |
| - **Size of downloaded dataset files:** 247.50 MB | |
| - **Size of the generated dataset:** 694.99 MB | |
| - **Total amount of disk used:** 942.48 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "date": "01/01/2001", | |
| "summary": "A text", | |
| "text": "This is a text", | |
| "title": "A sample", | |
| "topic": "football", | |
| "url": "https://www.google.com" | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### de | |
| - `text`: a `string` feature. | |
| - `summary`: a `string` feature. | |
| - `topic`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `date`: a `string` feature. | |
| #### es | |
| - `text`: a `string` feature. | |
| - `summary`: a `string` feature. | |
| - `topic`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `date`: a `string` feature. | |
| #### fr | |
| - `text`: a `string` feature. | |
| - `summary`: a `string` feature. | |
| - `topic`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `date`: a `string` feature. | |
| #### ru | |
| - `text`: a `string` feature. | |
| - `summary`: a `string` feature. | |
| - `topic`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `date`: a `string` feature. | |
| #### tu | |
| - `text`: a `string` feature. | |
| - `summary`: a `string` feature. | |
| - `topic`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `date`: a `string` feature. | |
| ### Data Splits | |
| |name|train |validation|test | | |
| |----|-----:|---------:|----:| | |
| |de |220887| 11394|10701| | |
| |es |266367| 10358|13920| | |
| |fr |392902| 16059|15828| | |
| |ru | 25556| 750| 757| | |
| |tu |249277| 11565|12775| | |
| ## 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 | |
| Usage of dataset is restricted to non-commercial research purposes only. Copyright belongs to the original copyright holders. See https://github.com/recitalAI/MLSUM#mlsum | |
| ### Citation Information | |
| ``` | |
| @article{scialom2020mlsum, | |
| title={MLSUM: The Multilingual Summarization Corpus}, | |
| author={Scialom, Thomas and Dray, Paul-Alexis and Lamprier, Sylvain and Piwowarski, Benjamin and Staiano, Jacopo}, | |
| journal={arXiv preprint arXiv:2004.14900}, | |
| year={2020} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@RachelKer](https://github.com/RachelKer), [@albertvillanova](https://github.com/albertvillanova), [@thomwolf](https://github.com/thomwolf) for adding this dataset. |