Word-sentence-level short text classification method based on deep learning
A technology of deep learning and classification methods, applied in the field of short text classification based on deep learning
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[0028] Below in conjunction with the content of the invention, a detailed implementation and effect of the present invention will be described through the following examples.
[0029]A short text classification method based on deep learning-level convolutional neural network for processing short text classification tasks. The core of the present invention is based on the word vector technology, realize the sentence vector by connecting multiple sets of feature maps obtained by convolving multiple convolution kernels in the convolutional neural network to convolute the word vector in the sentence, and then retain the sentence layer structure of the text to complete the sentence content expression. A sentence is a structure that carries words, so the essence of a sentence is still a word. After the two-dimensional matrix composed of word vectors is subjected to one-dimensional convolution and maximum pooling with n convolution kernels, an n-dimensional vector composed of multip...
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