Update README.md

README.md

@@ -4,18 +4,18 @@ task_categories:
 language:
 - en
 tags:
+- Tags
 - keywords
+- generation
 - news articles
 - extraction
-pretty_name: Keyword Extraction Dataset
+pretty_name: Tags Generated Dataset
 size_categories:
 - 1K<n<10K
 ---
-<p align="center"><h1>🧠 Keyword Extraction Dataset</h1></p>
+<p align="center"><h1>🧠 Tags Generated Dataset</h1></p>
 
-# Dataset Card for Keyword Extraction 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.
+# Dataset Card for Tags Generated Dataset
 
 - **Curated by:** Zineb MEFTAH  
 - **Language(s) (NLP):** English  
@@ -26,19 +26,20 @@ Introducing a groundbreaking dataset, meticulously curated to revolutionize keyw
 
 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.  
+- **Structure:**
+  - 2,000 samples of keywords paired with full diversed themes news articles.
+  - Column 1: Extracted keywords.
+  - Column 2: Full text of the associated news article
+- **Source:** Derived from the [BBC News dataset](https://www.kaggle.com/datasets/gpreda/bbc-news) available on Kaggle. The Kaggle dataset served as a foundational seed for iterative refinement.  
 
-For more details on the dataset's creation and methodology, refer to the accompanying scientific [article]().
+For more details on the dataset's creation and methodology, refer to the accompanying scientific [article](https://huggingface.co/blog/zino36/tags-generation-dataset-article).
 
 ---
 
 ## 🔍 Key Features
 
-- **Comprehensive Coverage:** Multi-domain support for robust keyword extraction.  
+- **Comprehensive Coverage:** Multi-domain support for various themes tags generation.  
 - **Optimized for AI Models:** Preprocessed and ready for fine-tuning.  
-- **Scalable:** Adapts to various NLP workflows and applications.
 
 ---
 
@@ -59,10 +60,4 @@ If you use this dataset, please cite:
   - 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]().