WildGenie/turkish-extended-ner

🇹🇷 Extended Turkish NER (Genişletilmiş Türkçe Varlık İsim Tanıma)

This is a high-performance Named Entity Recognition (NER) model for Turkish, using a hybrid approach of Conditional Random Fields (CRF), deep morphological analysis, and comprehensive gazetteers.

Features

• —6 Extended Categories: PER (Person), LOC (Location), ORG (Organization), COMPANY, GROUP, MOVIE
• —Hybrid Features: Combines linguistic morphology with gazetteer-based features
• —High Performance: 86.66% F1-Score on Gold Test Set

Performance

Usage

Enter any Turkish text and the model will identify and highlight named entities with their categories.

Citation

If you use this model, please cite:

• —Academic Paper
• —GitHub Repository