Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base

We present an approach to map utterances in conversation to logical forms, which will be executed on a large-scale knowledge base. To handle enormous ellipsis phenomena in conversation, we introduce dialog memory management to manipulate historical entities, predicates, and logical forms when inferring the logical form of current utterances... (read more)

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Memory Network
Working Memory Models