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Using a KG-Copy Network for Non-Goal Oriented Dialogues
Published on Dec 10, 201970 Views
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Chapter list
Using a KG-Copy Network for Non-Goal Oriented Dialogues00:00
A Primer on Dialogue Systems00:32
Types of Dialogue Systems & Focus of the Talk01:34
Generative Dialogue Systems02:41
Knowledge Groundedness - A Challange03:14
Integrating Knowledge Graphs into Generative Systems04:44
Contributions in this Paper05:34
(1) Footvall Knowledge Graph06:17
(2) Why a New Dataset for Non-Goal Oriented Dialogues - 107:00
(2) Why a New Dataset for Non-Goal Oriented Dialogues - 208:01
(2) Statistics of Football Converstaion Dataset09:01
(3) Challenges intergrating KGs for Non-goal Oriented Dialogue Systems09:31
(3) KG Copy Network Arhitecture10:18
(3) Senrient Gating mechanism11:26
(3) Evaluation Results13:03
(3) A Conversation with the KG Copy Model15:08
(3) Shortcomings16:01
Summary: How did we improve SOTA for knowledge-grounded non-goal oriented dialogues?16:27
References17:29