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Text Summarization Cnn
A text summarization generation model fine-tuned based on Falconsai/text_summarization, supporting the extraction of key information from long texts to generate concise summaries.
Downloads 125
Release Time : 4/8/2024
Model Overview
This model is a text summarization generation model capable of compressing long text content into concise summaries while retaining key information. Suitable for automatic summarization generation of news, articles, reports, and other content.
Model Features
Efficient Summarization Generation
Capable of quickly processing long texts and generating concise summaries
Multi-dimensional Evaluation
Comprehensively evaluates summary quality using Rouge series metrics
Fine-tuning Optimization
Fine-tuned based on pre-trained models to adapt to specific summarization tasks
Model Capabilities
Text Summarization Generation
Key Information Extraction
Long Text Compression
Use Cases
Content Processing
News Summarization
Automatically generates brief summaries of news articles
Rouge1 score 0.2483
Report Condensation
Compresses lengthy reports into executive summaries
RougeLsum score 0.2344
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