/Turkish_offensive_language

Turkish offensive language detection (demo)

Primary LanguageJupyter Notebook

Turkish Offensive Language Detection

A model was trained with the dataset created by combining the dataset consisting of Turkish tweets and slang words in Turkish. In this model, in which Overfitting was seen in the first study, Turkish offensive language detection is performed. In this study, which is under development, it is aimed to increase the accuracy by using pre-trained models and trying to increase the data.

Files

Files
bad.txt Turkish Slang words (+18)"
Offensice_Language.ipynb File with source code"

Library

  • Pandas
  • Numpy
  • Tensorflow
  • NLTK
  • re
  • Scikit-Learn
  • datasets