In addition, since the SLU module in the previous dialogue systems has a complicated architecture that is composes of many sub-modules, it is difficult for them to be directly applied into the SLU module of intelligent personal assistant software with those many domains for mobile devices.
building up a complicated architecture for each domain can make a heavy system and this kind of system is not proper to mobile devices.