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

<div>Experimental results. (a) GRU NN + dual-channel CNN with attention mechanism. (b) GRU NN + dual-channel CNN without attention mechanism. (c) Accuracy comparison of semantic feature analysis.</div>

Computational Intelligence and Neuroscience

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Figure 14

Figure 14: Application of Dual-Channel Convolutional Neural Network Algorithm in Semantic Feature Analysis of English Text Big Data 