readme: ---
  license: cc-by-sa-4.0
  datasets:
  - kubota/defamation-japanese-twitter
  language:
  - ja
  pipeline_tag: text-classification
  widget:
  - text: お前のことを殺すぞ
  - text: 本当に不細工だなぁ
  - text: あの人は殺人を犯した犯罪者らしい
  ---
  
  # defamation_detection_japanese
  # 日本語誹謗中傷検出器
  
  This is an [LUKE](https://github.com/studio-ousia/luke) Large model for the Japanese language finetuned for automatic defamation detection. 
  
  The original foundation model was finetuned on a balanced dataset created by unifying two datasets:
  - [![Generic badge](https://img.shields.io/badge/Dataset-DefamationJapaneseTwitter-red.svg)](https://huggingface.co/datasets/kubota/defamation-japanese-twitter) 
  - `DefamationJapaneseYouTube` : TBA 
  
  <b>Labels</b>: 
  0 -> "中傷性のない発言";
  1 -> "脅迫的な発言";
  2 -> "侮蔑的な発言";
  3"-> "名誉を低下させる発言"
  
  ## Example Pipeline
  ```python
  from transformers import pipeline
  pipe = pipeline(model="kubota/luke-large-defamation-detection-japanese")
  pipe("あの人は殺人を犯した犯罪者らしい")
  ```
  ```
  [{'label': '名誉を低下させる発言', 'score': 0.8889994621276855}]
  ```
  
  ## 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>