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Small E Czech Finetuned Ner Wikiann

Developed by richielo
This model is a fine-tuned version of Seznam/small-e-czech on the WikiANN dataset for Czech named entity recognition tasks.
Downloads 10.07k
Release Time : 3/12/2022

Model Overview

This model is optimized for Czech named entity recognition (NER) tasks, fine-tuned on the WikiANN dataset, capable of identifying named entities in text.

Model Features

High Accuracy
Achieves an accuracy of 0.9557 on the Czech WikiANN test set.
Balanced Performance
Balanced precision (0.8713) and recall (0.8970), with an F1 score of 0.8840.
Specialized Optimization
Specifically fine-tuned for Czech named entity recognition tasks.

Model Capabilities

Czech Text Processing
Named Entity Recognition
Sequence Labeling

Use Cases

Text Analysis
News Entity Extraction
Identify entities such as person names, locations, and organizations in Czech news texts.
Helps news agencies automatically annotate key entities in news articles.
Document Processing
Process Czech documents to extract named entity information.
Can be used in document classification and information extraction systems.
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