Create README.md

README.md

@@ -0,0 +1,48 @@
+---
+task_categories:
+- summarization
+language:
+- en
+---
+
+## Dataset Card for summarization_dataset.csv
+
+This dataset is a baseline version of the CNN/DailyMail summarization dataset, preprocessed for fine-tuning summarization models. Articles and summaries have been sampled with no additional enhancements (e.g., keywords)  applied.
+## Dataset Details
+# Dataset Description
+The dataset includes preprocessed articles and their corresponding summaries (highlights). This dataset serves as a clean baseline for summarization experiments without the use of keywords or special tokens.
+## Dataset Sources
+# Original Dataset
+
+The original dataset is the CNN/DailyMail summarization dataset, which contains:
+
+    Articles: News articles from CNN and DailyMail.
+    Highlights: Human-written summaries of the articles.
+
+
+# Dataset Structure
+
+The dataset contains two columns:
+    article
+    highlights
+
+# Example:
+Article:
+
+The Global Economy is facing unprecedented challenges due to inflation and supply chain disruptions.
+
+Highlights:
+
+Global Economy faces challenges from inflation and supply chain issues.
+
+## Intended Use
+
+This dataset was created to serve as a clean baseline dataset for summarization experiments. It allows fine-tuning transformer-based summarization models without the influence of keywords or additional enhancements.
+# Possible Use Cases:
+
+    Fine-tuning summarization models such as DistilBART, BART, or similar transformer-based architectures.
+    Benchmarking against enhanced versions of the dataset that include keywords.
+
+# Citation
+
+If using this dataset, please cite the original CNN/DailyMail summarization dataset and mention this version.