| annotations_creators: | |
| - no-annotation | |
| language_creators: | |
| - found | |
| language: | |
| - nl | |
| license: | |
| - mit | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: | |
| - https://github.com/huggingface/datasets/tree/master/datasets/cnn_dailymail | |
| task_categories: | |
| - conditional-text-generation | |
| task_ids: | |
| - summarization | |
| # Dataset Card for Dutch CNN Dailymail Dataset | |
| ## Dataset Description | |
| - **Repository:** [CNN / DailyMail Dataset NL repository](https://huggingface.co/datasets/ml6team/cnn_dailymail_nl) | |
| ### Dataset Summary | |
| The Dutch CNN / DailyMail Dataset is a machine-translated version of the English CNN / Dailymail dataset containing just over 300k unique news aticles as written by journalists at CNN and the Daily Mail. | |
| Most information about the dataset can be found on the [HuggingFace page](https://huggingface.co/datasets/cnn_dailymail) of the original English version. | |
| These are the basic steps used to create this dataset (+ some chunking): | |
| ``` | |
| load_dataset("cnn_dailymail", '3.0.0') | |
| ``` | |
| And this is the HuggingFace translation pipeline: | |
| ``` | |
| pipeline( | |
| task='translation_en_to_nl', | |
| model='Helsinki-NLP/opus-mt-en-nl', | |
| tokenizer='Helsinki-NLP/opus-mt-en-nl') | |
| ``` | |
| ### Data Fields | |
| - `id`: a string containing the heximal formated SHA1 hash of the url where the story was retrieved from | |
| - `article`: a string containing the body of the news article | |
| - `highlights`: a string containing the highlight of the article as written by the article author | |
| ### Data Splits | |
| The Dutch CNN/DailyMail dataset follows the same splits as the original English version and has 3 splits: _train_, _validation_, and _test_. | |
| | Dataset Split | Number of Instances in Split | | |
| | ------------- | ------------------------------------------- | | |
| | Train | 287,113 | | |
| | Validation | 13,368 | | |
| | Test | 11,490 | | |