ID subnet: Unlike the Slot-First mode, the reinforce vector r is acquired by the hidden states and the context vectors of BLSTM.
(4) (5) (6) can be replaced by: The intent reinforce vector r inte is still defined by (7), and it is fed to the SF subnet.