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TensuTakata
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takata

Tasks:
Text Generation
Modalities:
Text
Formats:
json
Sub-tasks:
language-modeling
Languages:
Indonesian
Size:
100K - 1M
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TensuTakata Satya10 commited on
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Duplicate from indonesian-nlp/mc4-id

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Co-authored-by: Satya <Satya10@users.noreply.huggingface.co>

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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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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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+ - id
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+ license:
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+ - odc-by
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ tiny:
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+ - 1M<n<10M
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+ small:
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+ - 10M<n<100M
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+ medium:
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+ - 10M<n<100M
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+ large:
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+ - 10M<n<100M
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+ full:
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+ - 100M<n<1B
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+ source_datasets:
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+ - extended
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+ task_categories:
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+ - text-generation
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+ task_ids:
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+ - language-modeling
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+ paperswithcode_id: mc4
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+ pretty_name: mC4-id
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+ ---
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+
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+ # Dataset Card for Clean(maybe) Indonesia mC4
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+
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+ ## Dataset Description
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+
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+ - **Original Homepage:** [HF Hub](https://huggingface.co/datasets/allenai/c4)
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+ - **Paper:** [ArXiv](https://arxiv.org/abs/1910.10683)
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+
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+ ### Dataset Summary
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+
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+ A thoroughly cleaned version of the Indonesia split of the multilingual colossal, cleaned version of Common Crawl's web crawl corpus (mC4). Based on the [Common Crawl dataset](https://commoncrawl.org). The original version was prepared by [AllenAI](https://allenai.org/), hosted at the address [https://huggingface.co/datasets/allenai/c4](https://huggingface.co/datasets/allenai/c4).
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+
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+
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+ ### Data Fields
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+
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+ The data contains the following fields:
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+
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+ - `url`: url of the source as a string
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+ - `text`: text content as a string
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+ - `timestamp`: timestamp of extraction as a string
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+
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+ ### Data Splits
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+
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+
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+ You can load any subset like this:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ mc4_id_tiny = load_dataset("munggok/mc4-id", "tiny")
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+ ```
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+
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+ Since splits are quite large, you may want to traverse them using the streaming mode available starting from 🤗 Datasets v1.9.0:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ mc4_id_full_stream = load_dataset("munggok/mc4-id", "full", split='train', streaming=True)
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+ print(next(iter(mc4_id_full_stream))) # Prints the example presented above
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+ ```
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+
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+ ## Dataset Creation
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+
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+ Refer to the original paper for more considerations regarding the choice of sources and the scraping process for creating `mC4`.
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+
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+ ## Considerations for Using the Data
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+
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+ ### Discussion of Biases
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+
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+ Despite the cleaning procedure aimed at removing vulgarity and profanity, it must be considered that model trained on this scraped corpus will inevitably reflect biases present in blog articles and comments on the Internet. This makes the corpus especially interesting in the context of studying data biases and how to limit their impacts.
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ Authors at AllenAI are the original curators for the `mc4` corpus.
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+
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+ ### Licensing Information
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+
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+ AllenAI are releasing this dataset under the terms of ODC-BY. By using this, you are also bound by the Common Crawl terms of use in respect of the content contained in the dataset.
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+
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+ ### Citation Information
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+
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+ If you use this dataset in your work, please cite us and the original mC4 authors as:
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+
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+ ```
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+
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+ @inproceedings{xue-etal-2021-mt5,
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+ title = "m{T}5: A Massively Multilingual Pre-trained Text-to-Text Transformer",
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+ author = "Xue, Linting and
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+ Constant, Noah and
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+ Roberts, Adam and
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+ Kale, Mihir and
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+ Al-Rfou, Rami and
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+ Siddhant, Aditya and
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+ Barua, Aditya and
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+ Raffel, Colin",
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+ booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
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+ month = jun,
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+ year = "2021",
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+ address = "Online",
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+ publisher = "Association for Computational Linguistics",
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+ url = "https://aclanthology.org/2021.naacl-main.41",
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+ doi = "10.18653/v1/2021.naacl-main.41",
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+ pages = "483--498",
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+ }
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+ ```
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+
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+ ### Contributions
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+
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+ Thanks to [@dirkgr](https://github.com/dirkgr) and [@lhoestq](https://github.com/lhoestq) for adding this dataset.
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