image net and they do some ablation studies for TSA and for the targeted augmentation so for text classification and the settings for the labeled data so the goal here was to use a small number of labeled samples so for binary classification that means twenty just twenty labeled samples and the rest of the data coming from the unlabeled and for the five class classification they found they needed to use a bit more so here they use twenty five hundred total samples and and so that's five hundred per class so when speaking to the author