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arabic-MARBERT-news-article-classification
Ammar-alhaj-ali/arabic-MARBERT-news-article-classification
arabic-MARBERT-news-article-classification is a text classification model from Ammar-alhaj-ali. Use it when you need a label for a piece of text. It is set up for transformers.
arabic-MARBERT-news-article-classification Model is a news article classification model that was built by fine-tuning the MARBERT model. For the fine-tuning, I used SANAD: Single-Label Arabic News Articles Dataset tha…
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Aug 12, 2022
- Updated
- Aug 12, 2022
- SHA
- da71e360
Try a prompt
Model card
From the Hugging Face model README
Arabic MARBERT News Article Classification Model
Model description
arabic-MARBERT-news-article-classification Model is a news article classification model that was built by fine-tuning the MARBERT model. For the fine-tuning, I used SANAD: Single-Label Arabic News Articles Dataset that includes 7 labels(Culture,Finance,Medical,Politics,Religion,Sports,and Tech).
How to use
To use the model with a transformers pipeline:
>>>from transformers import pipeline
>>>model = pipeline('text-classification', model='Ammar-alhaj-ali/arabic-MARBERT-news-article-classification')
>>>sentences = ['أخطرت شركة أرامكو السعودية 4 على الأقل من المشترين في شمال آسيا بأنها ستورد إليهم الكميات المتعاقد عليها من النفط الخام كاملة في سبتمبرأيلول المقبل. وقالت مصادر مطلعة لرويترز إن السعودية، أكبر مصدر النفط في العالم، كانت قد رفعت سعر البيع الرسمي للمشترين الآسيويين إلى مستويات قياسية لذلك الشهر.']
>>>model(sentences)
[{'label': 'Finance', 'score': 0.9998553991317749}]
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- ar
- Created
- Aug 12, 2022
- Updated
- Aug 12, 2022