In this work, emotion recognition system is implemented in Turkish. Given text can be classified into 6 categories: anger, fear, sadness, joy, disgust, surprise.
This model is fine-tuned version of: https://huggingface.co/maymuni/bert-base-turkish-cased-emotion-analysis
Used dataset is from: https://www.kaggle.com/datasets/mansuralp/tremo and https://www.kaggle.com/datasets/mehmetcalikus/turkish-emotion-dataset
Evaluation results:
You can download the turkish_emotion_analysis.pt model file to use the model from: https://drive.google.com/file/d/1vTjOR6DJqpi40yyJKbDbSc2fJ3hy_CTF/view?usp=share_link
You can use the model directly with model_usage code and turkish_emotion_analysis.pt file.