README.md

---
language: ja

license: cc-by-sa-4.0
---

# Electra Base Japanese Irony  

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

The model was based on [transformers-ud-japanese-electra-ginza](https://huggingface.co/megagonlabs/transformers-ud-japanese-electra-base-discriminator/tree/main), and later finetuned on a dataset containing ironic and sarcastic tweets. 


## 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{dan2022electra-base-irony,
  title={北見工業大学 テキスト情報処理研究室 ELECTRA Base 皮肉検出モデル (Megagon Labs ver.)}, 
  author={団　俊輔　and プタシンスキ ミハウ and ジェプカ ラファウ and 桝井 文人}, 
  publisher={HuggingFace}, 
  year={2022},
  url = "https://huggingface.co/kit-nlp/bert-base-japanese-basic-char-v2-irony"
}
```