Very few researches on copyable generative models pay attention to handle external knowledge, while in knowledge-driven conversation, the description words from knowledge are usually an important component of dialog response.
we leverage a knowledge-aware pointer network upon recurrent knowledge interactive decoder, which integrates the Seq2seq model and pointer networks containing two pointers that refer to utterance attention distribution and knowledge attention distribution.