Before revision:  Results on three knowledge-driven tasks (total six datasets) including relation classification, entity typing  and question answering  demonstrate that each adapter improves the performance , and the combination of both adapters brings further improvements.
After revision:  Results on three knowledge-driven tasks , including relation classification, entity typing and question answering demonstrate that each adapter improves the performance , and the combination of both adapters brings further improvements.