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bert_tr_turkish_news – AI Model by anilguven | AlphaNeural AI
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anilguven
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bert_tr_turkish_news
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transformers
safetensors
bert
text-classification
news
classification
tr
anilguven/turkish_news_dataset
mit
autotrain_compatible
endpoints_compatible
us
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Information
This model was developed/finetuned for news classification task for the Turkish Language. This model was finetuned via news dataset. This dataset contains 7 classes: economy, magazine, sport, politics, technology, health, and events.
LABEL_0: economy
LABEL_1: magazine
LABEL_2: health
LABEL_3: politics
LABEL_4: sports
LABEL_5: technology
LABEL_6: events
Model Sources
Dataset:
https://huggingface.co/datasets/anilguven/turkish_news_dataset
Paper:
peer review (Springer)
Finetuned from model::
hhttps://huggingface.co/dbmdz/bert-base-turkish-uncased
Preprocessing
You must apply removing stopwords, stemming, or lemmatization process for Turkish.
Results
Accuracy: %97.619
F1-score: %97.618
Citation
BibTeX: Peer review process
