AIZinu/bert-turkish-based-cyberbullying-model

About the Model

This model is a Turkish-based convBERT model created to classify Turkish social media bullying data. Classes included in the model

• Cinsiyetçilik
• Irkçılık
• Kızdırma
• Nötr

The model was trained from a dataset containing 2981 Twitter data.

Dependency

pip install transformers

pip install torch

Example

from transformers import BertTokenizer, BertForSequenceClassification,TextClassificationPipeline

tokenizer = ConvBertTokenizer.from_pretrained("AIZinu/bert-turkish-based-cyberbullying-model")
model = ConvBertForSequenceClassification.from_pretrained("AIZinu/bert-turkish-based-cyberbullying-model")

pipe= TextClassificationPipeline(model=model, tokenizer=tokenizer)

print(pipe("Hadi modeli deneyelim"))

Model Card Authors

• Bilge Nur BEKAR