README.md

# Dataset Card for Custom Text Dataset

## Dataset Name
Custom CNN/DailyMail Text Summarization Dataset

## Overview
This dataset is a custom subset and extension of the CNN/DailyMail dataset, consisting of news articles and their corresponding summaries.

## Composition
Train Dataset: A custom train dataset consisting of one long news article with its manually written summary.
Test Dataset: A test dataset sampled from the original CNN/DailyMail dataset, consisting of 100 articles and their corresponding highlights.

## Collection Process
The custom train dataset was crafted using news articles from the CNN/DailyMail dataset.

## Preprocessing
The intput text was tokenized.

## How to Use
```python
from datasets import load_from_disk

# Load the custom dataset
train_dataset = load_from_disk("./results/custom_dataset/train")
test_dataset = load_from_disk("./results/custom_dataset/test")
```

## Evaluation
This dataset can be evaluated using metrics such as ROUGE or BLEU.

## Limitations
The train dataset consists of only one example.

## Ethical Considerations
The data originates from news sources, which may contain sensitive or politically biased contents.