Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees

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Knowledge Triples

Source Entity	Relationship	Target Entity
Attention Based Recurrent Neural Network Method	comparesWith	Feature Based Joint Model Method
Attention Based Recurrent Neural Network Method	comparesWith	SPTree Method
Attention Based Recurrent Neural Network Method	evaluatedIn	Automatic Content Extraction Task
Attention Based Recurrent Neural Network Method	performs	Joint Extraction Task
Attention Based Recurrent Neural Network Method	uses	Long Short Term Memory Method