Datasets:

ml6team
/

cnn_dailymail_nl

	---
	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 \|