metadata

tags:
  - aspect-based-sentiment-analysis
language:
  - ind

casa

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).

The dataset covers six aspects of car quality.

We define the task to be a multi-label classification task,

where each label represents a sentiment for a single aspect with three possible values: positive, negative, and neutral.

Dataset Usage

Run pip install nusacrowd before loading the dataset through HuggingFace's load_dataset.

Citation

@INPROCEEDINGS{8629181,
    author={Ilmania, Arfinda and Abdurrahman and Cahyawijaya, Samuel and Purwarianti, Ayu},
    booktitle={2018 International Conference on Asian Language Processing (IALP)},
    title={Aspect Detection and Sentiment Classification Using Deep Neural Network for Indonesian Aspect-Based Sentiment Analysis},
    year={2018},
    volume={},
    number={},
    pages={62-67},
    doi={10.1109/IALP.2018.8629181
}

License

CC-BY-SA 4.0

Homepage

https://github.com/IndoNLP/indonlu

NusaCatalogue

For easy indexing and metadata: https://indonlp.github.io/nusa-catalogue