Efficiency Research of Method for Detecting Mental Disorders by Analysis of User Content
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2024
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Анотація
The paper proposes the efficiency research of method for detecting mental disorders based on analysis of user content, which allows performing multiclass classification of mental disorders using the neural network model-transformer DistilBERT and knowledge distillation. This approach ensures fast execution and increases Accuracy to 0.854, and Precision to 0.867
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Mazurets O., Ovcharuk O. Efficiency Research of Method for Detecting Mental Disorders by Analysis of User Content. Information Technology and Implementation (Satellite). Proceedings 11th International Conference. November 21, 2024. Kyiv, Ukraine. Publishing House «Caravela». 2024. Pp. 46-47