'Return output probabilities given prev_words x, hierarchical pass hs, and previous hd
hs should always be the same (and should not be updated).'

def build_next_probs_predictor(self, inp, x, prev_state):

    return self.build_decoder(inp, x, mode=UtteranceDecoder.BEAM_SEARCH, prev_state=prev_state)
