OpenMed PII Italian ClinicalE5 Large 335M v1 Italian PII Detection Model 335M Parameters Open Source Model Description OpenMed PII Italian ClinicalE5 Large 335M v1 is a transformer based token classification model fine tuned for Personally Identifiable Information (PII) detection in Italian text . This model identifies and classifies 54 types of sensitive information including names, addresses, social security numbers, medical record numbers, and more. Key Features Italian Optimized : Specifically trained on Italian text for optimal performance High Accuracy : Achieves strong F1 scores across diverse PII categories Comprehensive Coverage : Detects 55+ entity types spanning personal, financial, medical, and contact information Privacy Focused : Designed for de identification and compliance with GDPR and other privacy regulations Production Ready : Optimized for real world text processing pipelines Performance Evaluated on the Italian subset of AI4Privacy dataset: Metric Score : : : Micro F1 0.9569 Precision 0.9537 Recall 0.9601 Macro F1 0.9401 Weighted F1 0.9543 Accuracy 0.9936 Top 10 Italian PII Models Rank Model F1 Precision Recall : : : : : : : : : 1 OpenMed PII Italian SuperClin…
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