Before revision:  Secondly, to further extend the span extraction formulation, we propose a new training task which focuses on modelling the relationships between semantic entities within a document.
After revision:  Secondly, to further extend the span extraction formulation, we propose a new training task that focuses on modelling the relationships between semantic entities within a document.