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Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction
Thus, we propose to create auxiliary fact representations from charge definitions to augment fact descriptions representation.
Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN
To preserve more original information, we propose an attentive recurrent neural network with similarity matrix based convolutional neural network (AR-SMCNN) model, which is able to capture comprehensive hierarchical information utilizing the advantages of both RNN and CNN.
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