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FERNET CC Sk Ner

Developed by crabz
Slovak named entity recognition model fine-tuned on FERNET-CC_sk, supporting recognition of three entity types: locations, persons, and organizations
Downloads 24
Release Time : 3/2/2022

Model Overview

This model is a fine-tuned version of FERNET-CC_sk on the Slovak wikiann dataset, specifically designed for Slovak named entity recognition tasks.

Model Features

High-precision entity recognition
Achieves an F1 score of 0.9416 and accuracy of 0.9789 on the evaluation set
Multi-category entity support
Supports recognition of three entity types: LOCATION, PERSON, and ORGANIZATION
Optimized specifically for Slovak
Trained on Slovak datasets, delivering excellent recognition performance for Slovak text

Model Capabilities

Slovak text processing
Named entity recognition
Entity classification

Use Cases

Text analysis
News text entity extraction
Extract names of people, places, and organizations from Slovak news
Accurately identifies key entity information in text
Document information extraction
Process Slovak documents and automatically tag entity information
Improves document processing efficiency
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