Billsum Full Data
B
Billsum Full Data
Developed by cs608
A text summarization generation model fine-tuned on the billsum dataset based on facebook/bart-base
Downloads 15
Release Time : 5/17/2023
Model Overview
This model is a sequence-to-sequence language model based on the BART architecture, specifically optimized for the task of summarizing legal bill texts.
Model Features
Domain-Specific Optimization
Specifically optimized for legal bill texts (billsum dataset)
Efficient Summary Generation
Capable of extracting key information from lengthy legal texts to generate concise summaries
Multi-round Training Optimization
Underwent 3 full rounds of training with stable improvement in various metrics
Model Capabilities
Legal Text Summarization Generation
Long Text Compression
Key Information Extraction
Use Cases
Legal Document Processing
Automatic Bill Summary Generation
Provides automatic summarization services for legislative bodies regarding bill contents
Rouge1 score 18.0383
Legal Document Preprocessing
Performs content compression and key information extraction prior to legal document analysis
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