language:ind keyword-extraction region:us
The KEPS dataset (Mahfuzh, Soleman and Purwarianti, 2019) consists of text from Twitter
discussing banking products and services and is written in the Indonesian language. A phrase
containing important information is considered a keyphrase. Text may contain one or more
keyphrases since important phrases can be located at different positions.
- tokens: a list of string features.
- seq_label: a list of classification labels, with possible values including O, B, I.
The labels use Inside-Outside-Beginning (IOB) tagging.
@inproceedings{mahfuzh2019improving,
  title={Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features},
  author={Miftahul Mahfuzh, Sidik Soleman, and Ayu Purwarianti},
  booktitle={Proceedings of the 2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA)},
  pages={1--6},
  year={2019},
  organization={IEEE}
}
---
tags:
- keyword-extraction
language:
- ind
---

# keps

The KEPS dataset (Mahfuzh, Soleman and Purwarianti, 2019) consists of text from Twitter

discussing banking products and services and is written in the Indonesian language. A phrase

containing important information is considered a keyphrase. Text may contain one or more

keyphrases since important phrases can be located at different positions.

- tokens: a list of string features.

- seq_label: a list of classification labels, with possible values including O, B, I.

The labels use Inside-Outside-Beginning (IOB) tagging.

## Dataset Usage

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

## Citation

```
@inproceedings{mahfuzh2019improving,
  title={Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features},
  author={Miftahul Mahfuzh, Sidik Soleman, and Ayu Purwarianti},
  booktitle={Proceedings of the 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)