Hello datascientist,

I am working on a multiclass text classification problem and would like to compare sentence transformers (#all-mini-lm, #mnlp, and #bert) with a logistic regression model. A requirement of my project is to compare the global and local feature importances of these methods.

What methods do you use to compare the global and local feature importances of sentence transformers with a logistic regression model?

Thank you for your suggestions!

#DataScience #NLP #ai #shap