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Camembert Keyword Extractor
A French keyword extraction model fine-tuned based on camembert-base, excelling at identifying key information from French texts
Downloads 161.42k
Release Time : 6/4/2022
Model Overview
This model is a fine-tuned version based on camembert-base, specifically designed for French text keyword extraction tasks. Evaluation metrics indicate strong performance in precision, recall, and F1-score.
Model Features
French Optimization
Specially optimized for French texts, effectively handling unique linguistic structures and expressions in French
High Accuracy
Achieves 93.46% accuracy on evaluation datasets, demonstrating reliable identification of key information in texts
Balanced Performance
Balanced performance in precision (67.43%) and recall (69.79%), with an F1-score reaching 68.59%
Model Capabilities
French text processing
Keyword recognition
Information extraction
Text analysis
Use Cases
News Analysis
Political News Keyword Extraction
Extracting key figures, organizations, and policy points from political news
Accurately identifies political entities and core propositions
International Event Analysis
Extracting key events and participants from international news reports
Effectively identifies geopolitical relationships and conflict parties
Business Intelligence
Market Report Analysis
Extracting key trends and company information from French market reports
Identifies major market players and industry dynamics
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