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Possible error in Terminology
It says Supervised (Parallel Data) and Unsupervised (Non-Parallel Data). I think working with labels in non-parallel datasets should also come under "supervised", as strictly speaking, we ARE using labels. Unsupervised should be the case where regardless of the dataset alignment i.e. parallel/ non-parallel, we are not using labels.
Please correct me if I am wrong.
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