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Pegasus Multi News NewsSummarization BBC

Developed by DunnBC22
A news summarization model fine-tuned based on Pegasus architecture, specifically optimized for BBC news content
Downloads 658
Release Time : 12/17/2022

Model Overview

This model is a fine-tuned version of google/pegasus-multi_news, specifically designed for generating summaries of news articles.

Model Features

BBC News Optimization
Specially fine-tuned for BBC news content, delivering higher quality summaries
Efficient Training
Utilizes gradient accumulation techniques for effective training with limited resources
Multi-dimensional Evaluation
Comprehensively evaluates summary quality using ROUGE series metrics

Model Capabilities

News text summarization
English text processing
Long text compression

Use Cases

News Media
Automated News Summarization
Automatically generates concise summaries for BBC news articles
ROUGE-1 score of 0.584 indicates good summary quality
Content Aggregation
News Digest Generation
Quickly generates summary digests for multiple news articles
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