YummyShrimp/custom_summarization_dataset

Dataset Card for Custom Text Dataset

Dataset Name

CNN/DailyMail Subset

Overview

This Dataset is a partial dataset of original CNN/DailyMail dataset. Choose 100 samples from the test dataset randomly.

Composition

Number of records : 100 Fields : 'article', 'highlights', 'id' Split : 'train', 'validation', 'test' Size : 348 KB

Collection Process

Use Random Sampling to get 100 samples from the CNN/DailyMail dataset.

Preprocessing

None

How to Use

from datasets import load_dataset
dataset = load_dataset("url")

for example in dataset['train']:
    print(f"{example['article']} -> {example['highlights']}")

Evaluation

This dataset is used for testing the model performance.

Limitations

This dataset is only a subset of the original dataset.

Ethical Considerations

This dataset is a public dataset.