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Bart Large Cnn Finetuned Split Laws
This model is a fine-tuned text summarization model based on facebook/bart-large-cnn, excelling in generating summaries for legal texts.
Downloads 46
Release Time : 8/26/2024
Model Overview
A BART-based text summarization model, specifically fine-tuned for legal texts, capable of producing concise and accurate summaries of legal documents.
Model Features
Legal Text Optimization
Specifically fine-tuned for legal texts, better handling legal terminology and complex sentence structures.
Efficient Summarization
Capable of extracting key information from long texts to generate concise and accurate summaries.
Fine-tuning Performance
Performs well on ROUGE metrics, achieving Rouge1 score of 36.17.
Model Capabilities
Legal Text Summarization
Long Text Compression
Key Information Extraction
Use Cases
Legal Document Processing
Legal Contract Summarization
Automatically generates summaries of key clauses in legal contracts.
On average, produces accurate summaries of around 80 words.
Court Document Processing
Extracts core content from lengthy court documents.
Professional Document Analysis
Research Report Summarization
Generates executive summaries for lengthy research reports.
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