u t is the t-th utterance, h ct encodes context information up to time t. For the inter-utterance representation, we follow the way proposed by Park et al.
in practice, we usually need to understand the meaning of utterances and capture their semantic dependency, not just word-level alignments (Luo et al., 2018).