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- ---
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- license: gpl-3.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ## About the model
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+ It is a bert-based model created to determine the types of bullying that people use against each other in social media.
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+ Included classes;
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+
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+ - Nötr
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+ - Kızdırma/Hakaret
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+ - Cinsiyetçilik
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+ - Irkçılık
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+
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+ 3388 tweets were used in the training of the model. Accordingly, the success rates in education are as follows;
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+ ![alt text](/Users/seyma.sarigil/PycharmProjects/bert-base-turkish-bullying/src/image.jpg)
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+
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+
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+ ## Example
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+ ```sh
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+ from transformers import AutoTokenizer, TextClassificationPipeline, TFBertForSequenceClassification
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+
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+ tokenizer = AutoTokenizer.from_pretrained("nanelimon/bert-base-turkish-bullying")
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+ model = TFBertForSequenceClassification.from_pretrained("nanelimon/bert-base-turkish-bullying", from_pt=True)
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+ pipe = TextClassificationPipeline(model=model, tokenizer=tokenizer)
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+
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+ print(pipe('Bu bir denemedir hadi sende dene!'))
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+ ```
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+ Result;
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+ ```sh
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+ [{'label': 'Nötr', 'score': 0.999175488948822}]
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+ ```
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+ label= It shows which class the sent Turkish text belongs to according to the model.
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+ score= It shows the compliance rate of the Turkish text sent to the label found.
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+
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+ ## License
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+
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+ gpl-3.0
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+
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+ **Free Software, Hell Yeah!**
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