Application of Dual-Channel Convolutional Neural Network Algorithm in Semantic Feature Analysis of English Text Big Data

<div>Statistical results of the LSTM NN training model for emotional word vector. (a) Common English word vector. (b) The vector of English emotional words without word frequency. (c) English emotional word vector with word frequency.</div>

Computational Intelligence and Neuroscience

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Figure 9

Figure 9: Application of Dual-Channel Convolutional Neural Network Algorithm in Semantic Feature Analysis of English Text Big Data 