LSTM-CNN Hybrid Model for Text Classification
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Cites methods from "LSTM-CNN Hybrid Model for Text Clas..."
...Through statistical analysis, the four performance indexes of Accuracy, Recall, Precision, and F1-Score (as shown in FIGURE 4) in the model used in the experiment are higher than they in the CNN-Convolutional Neural Networks model [21]....
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Cites methods from "LSTM-CNN Hybrid Model for Text Clas..."
...Other researches in section II [1,3,4,5,6,7,8,9,10,11], they used the hybrid method for image processing and text classification....
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...al that extracted features from CNN and learning sequences by LSTM [8]....
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"LSTM-CNN Hybrid Model for Text Clas..." refers methods in this paper
...Neural network models, such as Convolutional Neural Network(CNN)[8] and Recurrent Neural Network(RNN)[9] are used for text classification tasks, and the performance of neural network models are better than traditional machine learning methods....
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