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README.md
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- review
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- distilbert
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- bert
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- review
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- distilbert
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- bert
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---
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### Model Info
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This model was developed/finetuned for product review task for Turkish Language. Model was finetuned via hepsiburada.com product review dataset.
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- LABEL_0: negative review
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- LABEL_1: positive review
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### Model Sources
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<!-- Provide the basic links for the model. -->
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- **Dataset:** https://huggingface.co/datasets/anilguven/turkish_product_reviews_sentiment
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- **Demo-Coding [optional]:** https://github.com/anil1055/Turkish_Product_Review_Analysis_with_Language_Models
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- **Finetuned from model [optional]:** https://huggingface.co/dbmdz/distilbert-base-turkish-cased
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#### Preprocessing
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You must apply removing stopwords, stemming, or lemmatization process for Turkish.
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### Results
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- auprc = 0.9720155023202002
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- auroc = 0.9743030995629336
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- eval_loss = 0.3418520176025824
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- fn = 206
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- fp = 226
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- mcc = 0.8420573290530216
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- tn = 2474
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- tp = 2565
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- Accuracy: %92.10
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