📰 arabert-summarization-news
arabert-summarization-news is an abstractive news and editorial summarization model for Modern Standard Arabic, trained on 150,000+ Arabic press articles.
Developed by Yousef Khaled Gouda.
💻 Usage Example
from transformers import pipeline
summarizer = pipeline("summarization", model="Yousef1258852/arabert-summarization-news")
article = "أعلنت وزارة البترول والثروة المعدنية في مصر عن كشف تجاري جديد للغاز الطبيعي في البحر المتوسط..."
summary = summarizer(article, max_length=60, min_length=20)
print(summary[0]["summary_text"])
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Evaluation results
- ROUGE-1self-reported41.200
- ROUGE-2self-reported23.800