Further, FSDM has a new module called response slot binary classifier that adds extra supervision to generate the slots that will be present in the response more precisely before generating the final textual agent response (see Section "Methodology" for details). 
 Question: How do slot binary classifiers improve performance?
by adding extra supervision to generate the slots that will be present in the response