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Slovakbert Ner

Developed by crabz
This model is a fine-tuned named entity recognition model based on SlovakBERT on the Slovak wikiann dataset, supporting the recognition of three types of entities: geographical locations, persons, and organizations.
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Release Time : 3/2/2022

Model Overview

Used for named entity recognition tasks in Slovak, capable of accurately identifying names of people, places, and organizations in text.

Model Features

High-precision entity recognition
Achieves 93.27% precision and 94.70% recall on the wikiann evaluation set.
Multi-category entity support
Can identify three types of entities: geographical locations (LOCATION), persons (PERSON), and organizations (ORGANIZATION).
Optimized based on SlovakBERT
A BERT model optimized for Slovak, excelling in localized tasks.

Model Capabilities

Slovak text analysis
Named entity recognition
Entity classification

Use Cases

Information extraction
News figure identification
Extract names of individuals mentioned in Slovak news articles.
Accurately identifies political figures, public figures, etc.
Geographical information extraction
Identify geographical location information mentioned in text.
Accurately identifies city, country, and other geographical names.
Text analysis
Organization analysis
Analyze companies, government agencies, and other organizations mentioned in text.
Helps understand organizational relationship networks in text.
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