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Update parquet files
Browse files- .gitattributes +5 -0
- README.md +0 -60
- cnn_dailymail_nl.py +0 -136
- dataset_infos.json +0 -83
- cnn_dailymail_nl_validation.csv.gz β default/cnn_dailymail_nl-test.parquet +2 -2
- cnn_dailymail_nl_train_000000000001.csv.gz β default/cnn_dailymail_nl-train-00000-of-00003.parquet +2 -2
- cnn_dailymail_nl_train_000000000002.csv.gz β default/cnn_dailymail_nl-train-00001-of-00003.parquet +2 -2
- cnn_dailymail_nl_train_000000000000.csv.gz β default/cnn_dailymail_nl-train-00002-of-00003.parquet +2 -2
- cnn_dailymail_nl_test.csv.gz β default/cnn_dailymail_nl-validation.parquet +2 -2
- dummy/0.0.0/dummy_data.zip +0 -0
.gitattributes
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.gz filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.gz filter=lfs diff=lfs merge=lfs -text
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default/cnn_dailymail_nl-train-00001-of-00003.parquet filter=lfs diff=lfs merge=lfs -text
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default/cnn_dailymail_nl-train-00002-of-00003.parquet filter=lfs diff=lfs merge=lfs -text
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default/cnn_dailymail_nl-train-00000-of-00003.parquet filter=lfs diff=lfs merge=lfs -text
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default/cnn_dailymail_nl-validation.parquet filter=lfs diff=lfs merge=lfs -text
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default/cnn_dailymail_nl-test.parquet filter=lfs diff=lfs merge=lfs -text
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README.md
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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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cnn_dailymail_nl.py
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# coding=utf-8
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# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""CNN/Dailymail Dutch summarization dataset."""
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import csv
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import datasets
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_DESCRIPTION = """\
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This dataset is the CNN/Dailymail dataset translated to Dutch.
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This is the original dataset:
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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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"""
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# The second citation introduces the source data, while the first
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# introduces the specific form (non-anonymized) we use here.
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_CITATION = """\
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@article{DBLP:journals/corr/SeeLM17,
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author = {Abigail See and
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Peter J. Liu and
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Christopher D. Manning},
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title = {Get To The Point: Summarization with Pointer-Generator Networks},
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journal = {CoRR},
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volume = {abs/1704.04368},
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year = {2017},
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url = {http://arxiv.org/abs/1704.04368},
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archivePrefix = {arXiv},
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eprint = {1704.04368},
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timestamp = {Mon, 13 Aug 2018 16:46:08 +0200},
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biburl = {https://dblp.org/rec/bib/journals/corr/SeeLM17},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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@inproceedings{hermann2015teaching,
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title={Teaching machines to read and comprehend},
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author={Hermann, Karl Moritz and Kocisky, Tomas and Grefenstette, Edward and Espeholt, Lasse and Kay, Will and Suleyman, Mustafa and Blunsom, Phil},
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booktitle={Advances in neural information processing systems},
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pages={1693--1701},
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year={2015}
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}
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"""
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_TRAIN_DOWNLOAD_URLS = [
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"https://huggingface.co/datasets/ml6team/cnn_dailymail_nl/resolve/main/cnn_dailymail_nl_train_000000000000.csv.gz",
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"https://huggingface.co/datasets/ml6team/cnn_dailymail_nl/resolve/main/cnn_dailymail_nl_train_000000000001.csv.gz",
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"https://huggingface.co/datasets/ml6team/cnn_dailymail_nl/resolve/main/cnn_dailymail_nl_train_000000000002.csv.gz",
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]
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_VALIDATION_DOWNLOAD_URL = "https://huggingface.co/datasets/ml6team/cnn_dailymail_nl/resolve/main/cnn_dailymail_nl_validation.csv.gz"
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_TEST_DOWNLOAD_URL = "https://huggingface.co/datasets/ml6team/cnn_dailymail_nl/resolve/main/cnn_dailymail_nl_test.csv.gz"
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_ID = "id"
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_HIGHLIGHTS = "highlights"
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_ARTICLE = "article"
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class CnnDailymailNl(datasets.GeneratorBasedBuilder):
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"""CNN/Dailymail Dutch summarization dataset."""
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def _info(self):
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features(
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{
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_ARTICLE: datasets.Value("string"),
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_HIGHLIGHTS: datasets.Value("string"),
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_ID: datasets.Value("string"),
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}
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),
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supervised_keys=None,
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homepage="https://huggingface.co/datasets/ml6team/cnn_dailymail_nl",
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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train_paths = dl_manager.download_and_extract(_TRAIN_DOWNLOAD_URLS)
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validation_path = dl_manager.download_and_extract(_VALIDATION_DOWNLOAD_URL)
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test_path = dl_manager.download_and_extract(_TEST_DOWNLOAD_URL)
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN, gen_kwargs={"filepaths": train_paths}
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={"filepaths": [validation_path]},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST, gen_kwargs={"filepaths": [test_path]}
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),
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]
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def _generate_examples(self, filepaths):
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"""Generate Dutch CNN/Dailymail examples."""
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for filepath in filepaths: # training data is divided over multiple shards
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with open(filepath, encoding="utf-8") as csv_file:
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csv_reader = csv.reader(
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csv_file,
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quotechar='"',
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delimiter=",",
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quoting=csv.QUOTE_ALL,
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skipinitialspace=True,
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)
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next(csv_reader) # skip header
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for row in csv_reader:
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article_id, article, highlights = row
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yield article_id, {
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_ARTICLE: article,
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_HIGHLIGHTS: highlights,
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_ID: article_id,
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}
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dataset_infos.json
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{
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"default": {
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"description": " This dataset is the CNN/Dailymail dataset translated to Dutch.\n This is the original dataset:\n ```\n load_dataset(\"cnn_dailymail\", '3.0.0')\n ```\n And this is the HuggingFace translation pipeline: \n ```\n pipeline(\n task='translation_en_to_nl',\n model='Helsinki-NLP/opus-mt-en-nl',\n tokenizer='Helsinki-NLP/opus-mt-en-nl')\n ```\n",
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"citation": "@article{DBLP:journals/corr/SeeLM17,\n author = {Abigail See and\n Peter J. Liu and\n Christopher D. Manning},\n title = {Get To The Point: Summarization with Pointer-Generator Networks},\n journal = {CoRR},\n volume = {abs/1704.04368},\n year = {2017},\n url = {http://arxiv.org/abs/1704.04368},\n archivePrefix = {arXiv},\n eprint = {1704.04368},\n timestamp = {Mon, 13 Aug 2018 16:46:08 +0200},\n biburl = {https://dblp.org/rec/bib/journals/corr/SeeLM17},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n@inproceedings{hermann2015teaching,\n title={Teaching machines to read and comprehend},\n author={Hermann, Karl Moritz and Kocisky, Tomas and Grefenstette, Edward and Espeholt, Lasse and Kay, Will and Suleyman, Mustafa and Blunsom, Phil},\n booktitle={Advances in neural information processing systems},\n pages={1693--1701},\n year={2015}\n}\n",
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"homepage": "https://huggingface.co/datasets/ml6team/cnn_dailymail_nl",
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"license": "",
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"features": {
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"article": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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},
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"highlights": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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},
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"id": {
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"dtype": "string",
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"id": null,
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"_type": "Value"
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}
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},
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"post_processed": null,
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"supervised_keys": null,
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"task_templates": null,
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"builder_name": "cnn_dailymail_nl",
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"config_name": "default",
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"version": {
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"version_str": "0.0.0",
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"description": null,
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"major": 0,
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"minor": 0,
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"patch": 0
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},
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 1354614404,
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"num_examples": 287113,
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"dataset_name": "cnn_dailymail_nl"
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},
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"dataset_name": "cnn_dailymail_nl"
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}
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},
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"download_checksums": {
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cnn_dailymail_nl_validation.csv.gz β default/cnn_dailymail_nl-test.parquet
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