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cognitive-distortion-classifier-tr
mfurkanerkan15/cognitive-distortion-classifier-tr
cognitive-distortion-classifier-tr is a machine learning model from mfurkanerkan15. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This model is a multi-class Turkish NLP classifier that categorizes specific types of cognitive distortions. It is designed to work as the second stage of a hierarchical system.
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At a glance
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Mar 15, 2026
- Updated
- Sep 16, 2026
- SHA
- 4164f8d1
Model card
From the Hugging Face model README
Cognitive Distortion Classifier (Stage 2)
This model is a multi-class Turkish NLP classifier that categorizes specific types of cognitive distortions. It is designed to work as the second stage of a hierarchical system.
Model Description
After a text is identified as "distorted" by the Stage 1 Detector, this model classifies the specific distortion type.
- Task: Multi-class Classification
- Language: Turkish
Hierarchical Workflow
This model is the Specialist:
- Stage 1 (Detector): Filters the input.
- Stage 2 (This Model): Provides the detailed diagnosis of the distortion type.
Usage
from transformers import pipeline
pipe = pipeline("text-classification", model="mfurkanerkan15/cognitive-distortion-classifier-tr")
result = pipe("Kesin her şey çok kötü olacak.")
print(result)
- Type
- bert
- License
- mit
- Languages
- tr
- Created
- Mar 15, 2026
- Updated
- Sep 16, 2026