---

language: ja

license: cc-by-sa-4.0

---

# electra-base-cyberbullying

This is an [ELECTRA](https://github.com/google-research/electra) Base model for the Japanese language finetuned for automatic cyberbullying detection. 

The model was based on [Megagon Labs ELECTRA Base](https://huggingface.co/megagonlabs/transformers-ud-japanese-electra-base-discriminator), and later finetuned on a balanced dataset created by unifying two datasets, namely "Harmful BBS Japanese comments dataset" and "Twitter Japanese cyberbullying dataset". 


## Licenses

The finetuned model with all attached files is licensed under [CC BY-SA 4.0](http://creativecommons.org/licenses/by-sa/4.0/), or Creative Commons Attribution-ShareAlike 4.0 International License. 

<a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-sa/4.0/88x31.png" /></a>

## Citations

Please, cite this model using the following citation.

```
@inproceedings{tanabe2022electra-base-cyberbullying,
  title={北見工業大学 テキスト情報処理研究室 ELECTRA Base ネットいじめ検出モデル}, 
  author={田邊　威裕　and プタシンスキ ミハウ and エロネン ユーソ and 桝井 文人}, 
  publisher={HuggingFace}, 
  year={2022},
  url = "https://huggingface.co/kit-nlp/transformers-ud-japanese-electra-base-discriminator-cyberbullying"
}
```