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Method and apparatus for building synonymy discriminating model and method and apparatus for discriminating synonymous text
Method and apparatus for building synonymy discriminating model and method and apparatus for discriminating synonymous text
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机译:用于建立同义词区分模型的方法和装置以及用于区分同义词的方法和装置
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摘要
A method for building the synonymy discriminating model comprises: obtaining a text pair in training samples; using a word vector dictionary to obtain a quantization matrix of texts in the text pair; regarding the quantization matrix of respective texts as input of a convolutional neural network, regarding a synonymy annotation result corresponding to the text pair as output of the convolutional neural network, and training the convolutional neural network to obtain a synonymy discriminating model. The method for discriminating the synonymous text comprises: obtaining a text pair to be discriminated; using a word vector dictionary to obtain a quantization matrix corresponding to texts in the text pair; regarding the quantization matrix of the texts as input of a synonymy discriminating model, and determining a synonymy discrimination result of the text pair according to output of the synonymy discriminating model.
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