Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning

31 Oct 2019Arvind NeelakantanSemih YavuzSharan NarangVishaal PrasadBen GoodrichDaniel DuckworthChinnadhurai SankarXifeng Yan

Task-oriented dialog presents a difficult challenge encompassing multiple problems including multi-turn language understanding and generation, knowledge retrieval and reasoning, and action prediction. Modern dialog systems typically begin by converting conversation history to a symbolic object referred to as belief state by using supervised learning... (read more)

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