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particle_prediction_model
Romi121/particle_prediction_model
particle_prediction_model is a text classification model from Romi121. Use it when you need a label for a piece of text. The card lists the license as cc-by-sa-3.0.
BERT based Token Classification model based on tohoku-nlp/bert-base-japanse and trained to predict a Japanese sentence with subject MASKed which particle (は,が,も) would most likely follow the MASK.
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At a glance
- Task
- Text Classification
- License
- cc-by-sa-3.0
- Model type
- bert
- Access
- Public
- Created
- Feb 16, 2026
- Updated
- Feb 16, 2026
- SHA
- e9407908
Base models
Model card
From the Hugging Face model README
Japanese Particle Prediction Model
BERT based Token Classification model based on tohoku-nlp/bert-base-japanse and trained to predict a Japanese sentence with subject MASKed which particle (は,が,も) would most likely follow the MASK.
Model Use
This model was trained as part of a bigger project to predict implicit subjects in Japanese text. You can find whole project here [https://github.com/Romi212/Japanese-Subject-Predictor-System]
Training Details
Training Data
Model was trained using dataset https://github.com/UniversalDependencies/UD_Japanese-GSDLUW
The dataset was reduced only to sentences with a subject, and the subject subclause was replaced by [MASK] saving the particle asociated as the label to predict.
- Task
- Text Classification
- Type
- bert
- License
- cc-by-sa-3.0
- Languages
- ja
- Created
- Feb 16, 2026
- Updated
- Feb 16, 2026