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experiments

Experiments with Harmony

Factor loading

Can Harmony reproduce factor loadings from the SDQ? Attempting to reproduce factor loadings from the 5-factor model from Karlsson et al.

Kufungisisa

How does Harmony handle cultural concepts of distress such as kufungisisa (thinking too much) in Shona?

I had to use a Shona transformer model for this.

Using Shona symptom questionnaire for the detection of depression and anxiety and running in Google Colab.

Multilingual evaluation

Harmony can now handle 8 languages (at least):

  • Portuguese, French, German, Spanish, Russian, Chinese, Hebrew