Before revision:  We observe that the models under consideration fail to perform well on sentences with no agreement attractor when trained solely on natural sentences with at least one attractor.
After revision:  We observe that the models under consideration fail to perform well on sentences without attractors when trained solely on natural sentences with at least one attractor.