Before revision:  Experimental results in three benchmark datasets show that our system reaches the pipeline architecture performance without using any training data and outperforms it after fine-tuning with only a few examples .
After revision:  Experimental results in three benchmark datasets show that our system reaches the pipeline architecture performance without using any training data and outperforms it after fine-tuning with ten examples per class on two out of three benchmarks .