Before revision:  In this paper we focus on a new set of methods relying on contextualised embedding , a type of semantic modelling that revolutionised the  field recently.
After revision:  In this paper we focus on a new set of methods relying on contextualised embedding , a type of semantic modelling that revolutionised the NLP field recently.