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Challenges in building intelligent open-domain dialog systems
There is a resurgent interest in develo** intelligent open-domain dialog systems due to
the availability of large amounts of conversational data and the recent progress on neural …
the availability of large amounts of conversational data and the recent progress on neural …
Towards information-rich, logical dialogue systems with knowledge-enhanced neural models
Dialogue systems have made massive promising progress contributed by deep learning
techniques and have been widely applied in our life. However, existing end-to-end neural …
techniques and have been widely applied in our life. However, existing end-to-end neural …
Thinking globally, acting locally: Distantly supervised global-to-local knowledge selection for background based conversation
Background Based Conversation (BBCs) have been introduced to help conversational
systems avoid generating overly generic responses. In a BBC, the conversation is grounded …
systems avoid generating overly generic responses. In a BBC, the conversation is grounded …
Generating informative conversational response using recurrent knowledge-interaction and knowledge-copy
Abstract Knowledge-driven conversation approaches have achieved remarkable research
attention recently. However, generating an informative response with multiple relevant …
attention recently. However, generating an informative response with multiple relevant …
Difference-aware knowledge selection for knowledge-grounded conversation generation
In a multi-turn knowledge-grounded dialog, the difference between the knowledge selected
at different turns usually provides potential clues to knowledge selection, which has been …
at different turns usually provides potential clues to knowledge selection, which has been …
Refnet: A reference-aware network for background based conversation
Existing conversational systems tend to generate generic responses. Recently, Background
Based Conversation (BBCs) have been introduced to address this issue. Here, the …
Based Conversation (BBCs) have been introduced to address this issue. Here, the …
Unstructured text enhanced open-domain dialogue system: A systematic survey
Incorporating external knowledge into dialogue generation has been proven to benefit the
performance of an open-domain Dialogue System (DS), such as generating informative or …
performance of an open-domain Dialogue System (DS), such as generating informative or …
Learning to copy coherent knowledge for response generation
Abstract Knowledge-driven dialog has shown remarkable performance to alleviate the
problem of generating uninformative responses in the dialog system. However …
problem of generating uninformative responses in the dialog system. However …
A compare aggregate transformer for understanding document-grounded dialogue
Unstructured documents serving as external knowledge of the dialogues help to generate
more informative responses. Previous research focused on knowledge selection (KS) in the …
more informative responses. Previous research focused on knowledge selection (KS) in the …
Enhancing Document Information Selection Through Multi-Granularity Responses for Dialogue Generation
Document information selection is an essential part of document-grounded dialogue tasks,
and more accurate information selection results can provide more appropriate dialogue …
and more accurate information selection results can provide more appropriate dialogue …