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README.md
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---
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tags:
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- pos-tagging
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language:
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- ind
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---
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# idn_tagged_corpus_csui
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Idn-tagged-corpus-CSUI is a POS tagging dataset contains about 10,000 sentences, collected from the PAN Localization Project tagged with 23 POS tag classes.
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The POS tagset is created through a detailed study and analysis of existing tagsets and the manual tagging of an Indonesian corpus.
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Idn-tagged-corpus-CSUI dataset is splitted into 3 sets with 8000 train, 1000 validation, 1029 test data.
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## Dataset Usage
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Run `pip install nusacrowd` before loading the dataset through HuggingFace's `load_dataset`.
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## Citation
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```
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@inproceedings{dinakaramani2014designing,
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title={Designing an Indonesian part of speech tagset and manually tagged Indonesian corpus},
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author={Dinakaramani, Arawinda and Rashel, Fam and Luthfi, Andry and Manurung, Ruli},
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booktitle={2014 International Conference on Asian Language Processing (IALP)},
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pages={66--69},
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year={2014},
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organization={IEEE}
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}
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@inproceedings{kurniawan2018towards,
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author={Kurniawan, Kemal and Aji, Alham Fikri},
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booktitle={2018 International Conference on Asian Language Processing (IALP)},
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title={Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging},
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year={2018},
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volume={},
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number={},
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pages={303-307},
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doi={10.1109/IALP.2018.8629236}}
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```
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## License
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Creative Commons Attribution Share-Alike 4.0 International
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## Homepage
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[https://bahasa.cs.ui.ac.id/postag/corpus](https://bahasa.cs.ui.ac.id/postag/corpus)
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### NusaCatalogue
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For easy indexing and metadata: [https://indonlp.github.io/nusa-catalogue](https://indonlp.github.io/nusa-catalogue)
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