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3-what-type-of-relation-general-4-classes
SADAF-IMAMU/3-what-type-of-relation-general-4-classes
3-what-type-of-relation-general-4-classes is a text classification model from SADAF-IMAMU. Use it when you need a label for a piece of text. It is set up for transformers.
This model combines AraBERT (aubmindlab/bert-base-arabert) with an LSTM layer and a softmax classifier to classify semantic relations between pairs of Arabic arguments into four classes.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Access
- Public
- Created
- Sep 12, 2025
- Updated
- Sep 13, 2025
- SHA
- 3e61e2f4
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Datasets
Model card
From the Hugging Face model README
Model Card: AraBERT + LSTM for Relation Type Classification (Four Classes)
Model Description
This model combines AraBERT (aubmindlab/bert-base-arabert) with an LSTM layer and a softmax classifier to classify semantic relations between pairs of Arabic arguments into four classes.
- Language: Arabic
- Task: Relation Type Classification
- Base Model:
aubmindlab/bert-base-arabert - Architecture: BERT embeddings → BiLSTM → Dropout → Dense classifier
- Dataset: SADAF View here
- Task
- Text Classification
- Library
- transformers
- Languages
- ar
- Created
- Sep 12, 2025
- Updated
- Sep 13, 2025