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Modernbert Italian Finetuned Ner

Developed by nickprock
An Italian named entity recognition model fine-tuned based on Italian-ModernBERT-base
Downloads 110
Release Time : 2/24/2025

Model Overview

This model is a token classification model for Italian named entity recognition (NER) tasks, fine-tuned on the wikiann dataset, featuring high-precision entity recognition capabilities.

Model Features

High-precision entity recognition
Achieves 93.39% precision and 94.52% recall on the evaluation set
Optimized for Italian
Fine-tuned based on the Italian-ModernBERT-base model, specifically optimized for Italian text
Lightweight deployment
Based on Transformer architecture, suitable for various deployment environments

Model Capabilities

Italian text processing
Named entity recognition
Entity classification

Use Cases

Text analysis
Business document processing
Extract entity information such as company names and locations from Italian business documents
Accurately identifies key entities in documents
News analysis
Analyze named entities in Italian news
Identifies entities such as people, locations, and organizations
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