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turkish-volunteer-ner
jira877832/turkish-volunteer-ner
turkish-volunteer-ner is a token classification model from jira877832. Use it when you need labels on individual words, such as names. The card lists the license as mit.
Fine-tuned BERTurk model for extracting entities from Turkish volunteer activity announcements.
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At a glance
- Task
- Token Classification
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Jun 5, 2026
- Updated
- Jun 5, 2026
- SHA
- 8f7b5b9b
Base models
Model card
From the Hugging Face model README
Turkish Volunteer NER
Fine-tuned BERTurk model for extracting entities from Turkish volunteer activity announcements.
Entity types
- PLACE
- DURATION
- PARTICIPATION_TYPE
- SKILL
- TIME
- ACTIVITY_TYPE
Performance
F1 = 0.846 on a stress test set with informal language and OOV vocabulary.
Usage
from transformers import pipeline
ner = pipeline("token-classification",
model="francky-saah/turkish-volunteer-ner",
aggregation_strategy="simple")
result = ner("İstanbul'da hafta sonu çevre temizliği etkinliği")
print(result)
Training data
3000 annotated Turkish sentences (BIO scheme), split 2000/500/500 for train/val/test.
Citation
Part of a project on cache-aware sequential recommendation for Turkish volunteer activities.
- Task
- Token Classification
- Type
- bert
- License
- mit
- Languages
- tr
- Created
- Jun 5, 2026
- Updated
- Jun 5, 2026