Most RE systems work within pre-specified relation sets designed by human experts. However, our world undergoes open-ended growth of relations and it is not possible to handle all these emerging relation types only by humans. Thus, we need RE systems that do not rely on pre-defined relation schemas and can work in open scenarios.