Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction

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Knowledge Triples

Source Entity	Relationship	Target Entity
Clinical Dataset Material	usedIn	Event Temporal Relation Extraction Task
Deep Neural Network Method	improves	Event Temporal Relation Extraction Task
Lagrangian Relaxation Method	appliesTo	Event Temporal Relation Extraction Task
Maximum A Posteriori Method	usedIn	Deep Neural Network Method
News Dataset Material	usedIn	Event Temporal Relation Extraction Task
Probabilistic Domain Knowledge OtherEntity	enhances	Deep Neural Network Method