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pointer_network [2018/09/08 11:43]
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pointer_network [2018/09/08 11:45] (current)
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 https://​arxiv.org/​abs/​1809.01797 Narrating a Knowledge Base https://​arxiv.org/​abs/​1809.01797 Narrating a Knowledge Base
 +
 +We aim to automatically generate natural
 +language narratives about an input structured
 +knowledge base (KB). We build our
 +generation framework based on a pointer
 +network which can copy facts from the
 +input KB, and add two attention mechanisms:
 +(i) slot-aware attention to capture
 +the association between a slot type
 +and its corresponding slot value; and (ii)
 +a new table position self-attention to capture
 +the inter-dependencies among related
 +slots. ​