Event Identification as a Decision Process with Non-linear Representation of Text

3 Oct 2017 Yukun Yan Daqi Zheng Zhengdong Lu Sen Song

We propose scale-free Identifier Network(sfIN), a novel model for event identification in documents. In general, sfIN first encodes a document into multi-scale memory stacks, then extracts special events via conducting multi-scale actions, which can be considered as a special type of sequence labelling... (read more)

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