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Could you please have a look at Toxic_Comment.ipynb and have a look at the place where you call regularizer function and pass X_S and S variables to it, they are not defined in the notebook? I defined S based on your equation in the paper but I would like to know why you haven't defined S and it still works. Thank you in advance.
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