The conditional probability of the next word y t is calculated as follows: Please notice that we only incorporate the gated TM into the hidden state of the decoder, rather than the prediction of the next word.
our goal is to correctly translate the source sentence with reference to the translation of the TM match tm t. tm t only plays a supporting role in translation.