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README.md

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 # Dataset Card for Keyword Extraction Dataset
 
-<!-- Provide a quick summary of the dataset. -->
+Introducing a groundbreaking dataset, meticulously curated to revolutionize keyword extraction. Leveraging advanced AI techniques, this resource is designed to elevate text analysis across diverse domains.
 
-Introducing our groundbreaking dataset, meticulously curated to revolutionize keyword extraction. Leveraging advanced AI techniques, we've created a powerful resource to elevate your text analysis to new heights.
+- **Curated by:** Zineb MEFTAH  
+- **Language(s) (NLP):** English  
 
-- **Curated by:** Zineb MEFTAH
-- **Language(s) (NLP):** English
+---
+
+## 📝 Dataset Summary
+
+The Keyword Extraction Dataset includes 2,000 samples pairing extracted keywords with their corresponding full-text news articles. It is optimized for tasks such as keyword extraction, text analysis, and model fine-tuning.
+
+- **Format:** JSONL  
+- **Structure:** Keywords and full-text articles.  
+- **Source:** Based on the BBC News dataset.  
+
+For more details on the dataset's creation and methodology, refer to the accompanying scientific [article]().
+
+---
+
+## 🔍 Key Features
+
+- **Comprehensive Coverage:** Multi-domain support for robust keyword extraction.  
+- **Optimized for AI Models:** Preprocessed and ready for fine-tuning.  
+- **Scalable:** Adapts to various NLP workflows and applications.
+
+---
+
+## 🌐 Licensing and Access
+
+- **License:** Creative Commons Attribution 4.0 International (CC BY 4.0)  
+
+---
+
+## 📚 Citation
+
+If you use this dataset, please cite:  
+
+@dataset{zineb_meftah_2024, author = {Zineb Meftah}, title = {Keyword Extraction Dataset}, year = {2024}, publisher = {Hugging Face}, license = {CC BY 4.0} }
+
+
+---
+
+## 🙌 Acknowledgments
+
+Inspired by the BBC News dataset and supported by advanced AI methodologies.  
+For detailed insights, visit the [accompanying scientific article]().