There has been some work in grounding NN conversations by either giving them factual memory/knowledge base - [1], [2],[3]. Personally I would love to see more w

There has been some work in grounding NN conversations by either giving them factual memory/knowledge base - [1], [2],[3]. Personally I would love to see more work in this area where you have a robust language generator guided by a (1) high level task learner AND/OR (2) a knowledge base. [1] Commonsense Knowledge Aware Conversation Generation with Graph Attention https://www.ijcai.org/Proceedings/2018/0643.pdf https://www.ijcai.org/Proceedings/2018/0643.pdf [2] A Knowledge-Grounded Neural Conversation Model https://arxiv.org/pdf/1702.01932.pdf https://arxiv.org/pdf/1702.01932.pdf [3] Conversing by Reading:Contentful Neural Conversation with On-demand Machine Reading https://arxiv.org/pdf/1906.02738.pdf https://arxiv.org/pdf/1906.02738.pdf