metadata
annotations_creators:
- no-annotation
language_creators:
- found
languages:
- nl
licenses:
- 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
Dataset Summary
The Dutch CNN / DailyMail Dataset is a translation of the 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 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 fromarticle
: a string containing the body of the news articlehighlights
: 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 |