language:ind keyword-tagging region:us
TermA is a span-extraction dataset collected from the hotel aggregator platform, AiryRooms
(Septiandri and Sutiono, 2019; Fernando et al.,
2019) consisting of thousands of hotel reviews,each containing a span label for aspect
and sentiment words representing the opinion of the reviewer on the corresponding aspect.
The labels use Inside-Outside-Beginning tagging (IOB) with two kinds of tags, aspect and
sentiment.
@article{winatmoko2019aspect,
  title={Aspect and opinion term extraction for hotel reviews using transfer learning and auxiliary labels},
  author={Winatmoko, Yosef Ardhito and Septiandri, Ali Akbar and Sutiono, Arie Pratama},
  journal={arXiv preprint arXiv:1909.11879},
  year={2019}
}
@inproceedings{fernando2019aspect,
  title={Aspect and opinion terms extraction using double embeddings and attention mechanism for indonesian hotel reviews},
  author={Fernando, Jordhy and Khodra, Masayu Leylia and Septiandri, Ali Akbar},
  booktitle={2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}
---
tags:
- keyword-tagging
language:
- ind
---

# term_a

TermA is a span-extraction dataset collected from the hotel aggregator platform, AiryRooms

(Septiandri and Sutiono, 2019; Fernando et al.,

2019) consisting of thousands of hotel reviews,each containing a span label for aspect

and sentiment words representing the opinion of the reviewer on the corresponding aspect.

The labels use Inside-Outside-Beginning tagging (IOB) with two kinds of tags, aspect and

sentiment.

## Dataset Usage

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

## Citation

```
@article{winatmoko2019aspect,
  title={Aspect and opinion term extraction for hotel reviews using transfer learning and auxiliary labels},
  author={Winatmoko, Yosef Ardhito and Septiandri, Ali Akbar and Sutiono, Arie Pratama},
  journal={arXiv preprint arXiv:1909.11879},
  year={2019}
}
@inproceedings{fernando2019aspect,
  title={Aspect and opinion terms extraction using double embeddings and attention mechanism for indonesian hotel reviews},
  author={Fernando, Jordhy and Khodra, Masayu Leylia and Septiandri, Ali Akbar},
  booktitle={2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}
```

## License

Creative Common Attribution Share-Alike 4.0 International

## Homepage

[https://github.com/IndoNLP/indonlu](https://github.com/IndoNLP/indonlu)

### NusaCatalogue

For easy indexing and metadata: [https://indonlp.github.io/nusa-catalogue](https://indonlp.github.io/nusa-catalogue)