CNN DailyMail News Articles with Summaries

CNN DailyMail Parsed is a text dataset containing news articles and corresponding summaries. The dataset was uploaded to Hugging Face by nschantz21 and was last updated in July 2022. It is derived from the CNN/DailyMail dataset commonly used for text summarization tasks.

Use Cases

• Train abstractive summarization models to generate article highlights from the full text.
• Benchmark extractive summarization algorithms by comparing generated summaries to the reference highlights.
• Analyze the relationship between article length and summary length across the parsed news stories.
• Fine-tune language models for headline generation using the article and summary pairs.

Strengths

• Derived from the widely-used CNN/DailyMail benchmark dataset for summarization.
• Contains paired articles and summaries, a standard structure for supervised learning.

Limitations

• Specific parsed version details, such as exact row count and parsing methodology, are unknown.
• Data is from 2022 and may not reflect current news topics or writing styles.

Provenance

Source

CNN and Daily Mail news articles.

Collection Method

Parsed from the original CNN/DailyMail dataset.

Freshness

Last updated 2022-07-20.