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Distil Slovakbert Ner
This model is a fine-tuned version of distil-slovakbert on the wikiann sk dataset for Slovak named entity recognition tasks.
Downloads 131
Release Time : 3/6/2022
Model Overview
This is a named entity recognition model optimized for Slovak, based on the distilled SlovakBERT architecture and fine-tuned on the wikiann sk dataset.
Model Features
Efficient Distilled Architecture
Based on DistilSlovakBERT, reducing model size while maintaining performance
High Accuracy
Achieves an F1 score of 0.9307 on the wikiann sk dataset
Slovak Language Optimization
Specifically optimized for Slovak text processing
Model Capabilities
Slovak text processing
Named entity recognition
Sequence labeling
Use Cases
Text Analysis
News Entity Extraction
Identify entities such as person names and locations from Slovak news
Document Automation
Automatically label key information in Slovak documents
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