Fast Semantic Extraction Using a Novel Neural Network Architecture

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Knowledge Triples

Source Entity	Relationship	Target Entity
Direct Mapping Method	appliesTo	Semantic Role Labeling Task
Neural Network Architecture Method	achieves	Accuracy Metric
Neural Network Architecture Method	reduces	ComputationalCost Metric
Neural Network Architecture Method	solves	Semantic Role Labeling Task