Before revision:  Our approach is general and applicable to two distant tasks - paraphrasing and abductive reasoning. It requires no supervision or  parallel corpora, only two pretrained language models : forward and backward.
After revision:  Our 2-step approach requires no supervision or parallel corpora, only two pretrained language models : forward and backward.