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README.md
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- aspect-based-sentiment-analysis
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language:
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- ind
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---
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- aspect-based-sentiment-analysis
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language:
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- ind
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---
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CASA: An aspect-based sentiment analysis dataset consisting of around a thousand car reviews collected from multiple Indonesian online automobile platforms (Ilmania et al., 2018).
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The dataset covers six aspects of car quality.
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We define the task to be a multi-label classification task,
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where each label represents a sentiment for a single aspect with three possible values: positive, negative, and neutral.
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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{8629181,
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author={Ilmania, Arfinda and Abdurrahman and Cahyawijaya, Samuel and Purwarianti, Ayu},
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booktitle={2018 International Conference on Asian Language Processing (IALP)},
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title={Aspect Detection and Sentiment Classification Using Deep Neural Network for Indonesian Aspect-Based Sentiment Analysis},
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year={2018},
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volume={},
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number={},
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pages={62-67},
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doi={10.1109/IALP.2018.8629181
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}
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```
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## License
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CC-BY-SA 4.0
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## Homepage
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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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