Commit ·
83489cb
1
Parent(s): 2af1e20
Upload README.md with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- keyword-extraction
|
| 4 |
+
language:
|
| 5 |
+
- ind
|
| 6 |
+
---
|
| 7 |
+
|
| 8 |
+
The KEPS dataset (Mahfuzh, Soleman and Purwarianti, 2019) consists of text from Twitter
|
| 9 |
+
discussing banking products and services and is written in the Indonesian language. A phrase
|
| 10 |
+
containing important information is considered a keyphrase. Text may contain one or more
|
| 11 |
+
keyphrases since important phrases can be located at different positions.
|
| 12 |
+
- tokens: a list of string features.
|
| 13 |
+
- seq_label: a list of classification labels, with possible values including O, B, I.
|
| 14 |
+
The labels use Inside-Outside-Beginning (IOB) tagging.
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
## Dataset Usage
|
| 18 |
+
|
| 19 |
+
Run `pip install nusacrowd` before loading the dataset through HuggingFace's `load_dataset`.
|
| 20 |
+
|
| 21 |
+
## Citation
|
| 22 |
+
|
| 23 |
+
```@inproceedings{mahfuzh2019improving,
|
| 24 |
+
title={Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features},
|
| 25 |
+
author={Miftahul Mahfuzh, Sidik Soleman, and Ayu Purwarianti},
|
| 26 |
+
booktitle={Proceedings of the 2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA)},
|
| 27 |
+
pages={1--6},
|
| 28 |
+
year={2019},
|
| 29 |
+
organization={IEEE}
|
| 30 |
+
}
|
| 31 |
+
```
|
| 32 |
+
|
| 33 |
+
## License
|
| 34 |
+
|
| 35 |
+
Creative Common Attribution Share-Alike 4.0 International
|
| 36 |
+
|
| 37 |
+
## Homepage
|
| 38 |
+
|
| 39 |
+
### NusaCatalogue
|
| 40 |
+
|
| 41 |
+
For easy indexing and metadata: [https://indonlp.github.io/nusa-catalogue](https://indonlp.github.io/nusa-catalogue)
|