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Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
AbstractKnowledge-driven conversation approaches have achieved remarkable research attention recently. However, generating an informative response with multiple relevant knowledge without losing fluency and coherence is still one of the main challenges. …...
Knowledge-Grounded Dialogue Generation with Term-level De-noising
Dialogue generation has been improved through injecting knowledge into generative models. However, addition of knowledge through simple selection of sentences or para- graphs is likely to introduce noise and dimin- …...
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems
AbstractEnd-to-end neural models for conversational AI often assume that a response can be generated by considering only the knowledge acquired by the model during training. Document-oriented conversational models make a …...