To tackle the above two problems, we present a Vocabulary Pyramid Network (VPN) which is able to incorporate multi-pass encoding and decoding with multi-level vocabularies into response generation.
the dialogue input and output are represented by multi-level vocabularies which are obtained from hierarchical clustering of raw words.