Before revision:  However, these augmentation techniques (e.g. paraphrasing) also require some mediocre amount of data since they use learning-based approaches.
After revision:  However, these augmentation techniques (e.g. paraphrasing) still require a moderate amount of data since they use learning-based approaches.