Although we conduct experiments on multi-domain NLU systems of virtual assistants, the architectures can easily be applied to other tasks.
the encoder/decoder could be instantiated with any components or architectures, i.e., Bi-LSTM (Hochreiter and Schmidhuber, 1997) for the encoder, and classification or sequential labeling for the decoder.