Before revision:  However, these augmentation techniques (e.g. paraphrasing) also require some mediocre amount of data since they use learning-based approaches. This makes using SOTA systems in emerging low-resource domains infeasible.
After revision:  However, these augmentation techniques (e.g. paraphrasing) also require some mediocre amount of data , making application to low-resource domains infeasible.