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