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Congretimbau
C
Congretimbau
Developed by belisards
A Portuguese BERT model continuously trained on Brazilian legal proposal datasets based on BERTimbau
Downloads 24
Release Time : 9/27/2024
Model Overview
This model is a Portuguese BERT variant trained on datasets of legal proposals from the Brazilian Chamber of Deputies and Senate, suitable for legal text analysis tasks
Model Features
Legal domain optimization
Specially trained for Brazilian legal texts, understanding legal terminology and proposal structures
Portuguese language support
Based on the BERTimbau Portuguese pre-trained model, optimized for Brazilian Portuguese variants
Efficient inference
Evaluation speed reaches 169 samples/second, suitable for batch processing of legal documents
Model Capabilities
Legal text classification
Proposal content analysis
Portuguese natural language understanding
Legal document feature extraction
Use Cases
Legal document processing
Proposal auto-classification
Thematic classification and label assignment for parliamentary proposals
Evaluation loss 0.4885
Legal text analysis
Extracting key information and entities from legal proposals
Government document processing
Parliamentary record analysis
Analyzing meeting minutes and proposals from the Brazilian Chamber of Deputies and Senate
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