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moderation-abuse-japanese
A text classification/moderation model used for detecting cyberbullying in Japanese text. The model outputs LABEL1 when cyberbullying is detected.
ecf77bb8898a456a98e2c507f9a9fccb
ecf77bb8898a456a98e2c507f9a9fccb
Model base cost: $0.0032 / request
Notes
moderation-abuse-japanese
Purpose
This model detects cyberbullying in Japanese. Outputs two concepts:
- LABEL0 (cyberbullying not detected)
- LABEL1 (cyberbullying detected)
Pro Tip:
You can perform audio moderation by creating a workflow that converts audio to text (such as the Facebook Wav2Vec2 model finetuned on Japanese), and then use this Japanese text moderation model on that generated text.
Architecture
This is an ELECTRA Small model finetuned for cyberbullying detection. The original model was pretrained using ELECTRA Small model settings. https://arxiv.org/abs/2003.10555
The two datasets used for finetuning:
- Harmful BBS Japanese comments dataset
- Twitter Japanese cyberbullying dataset
Intended Use
Classification of Japanese text
Resources
- ID
- Model Type IDText Classifier
- Input Typetext
- Output Typeconcepts
- DescriptionA text classification/moderation model used for detecting cyberbullying in Japanese text. The model outputs LABEL1 when cyberbullying is detected.
- Last UpdatedJan 22, 2023
- PrivacyPUBLIC
- Use Case
text-classification text-moderation - Toolkit
Clarifai HuggingFace - License
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