 Our approach essentially builds on two independent pre-trained encoders and merely uses the entity model to provide input features for the relation model.
<clarity>  Our approach essentially builds on two independent pre-trained encoders and merely uses the entity model to provide input features for the relation model.
 Our approach essentially builds on two independent encoders and merely uses the entity model to provide input features for the relation model.