Method and apparatus for building synonymy discriminating model and method and apparatus for discriminating synonymous text

A method for discriminating a synonymous text, wherein the method 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;
• wherein the word vector dictionary and the synonymy discriminating model are obtained by using a method for building the synonymy discriminating model, wherein the 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 the synonymy discriminating model.

A device, wherein the device comprises:

• one or more processor;
• a storage for storing one or more programs,
• said one or more programs, when executed by said one or more processors, enable said one or more processors to implement a method for building a synonymy discriminating model, wherein the method 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 synonymy discriminating model is used to discriminate whether the input text pair are synonymous.

A device, wherein the device comprises:

• one or more processor;
• a storage for storing one or more programs,
• said one or more programs, when executed by said one or more processors, enable said one or more processors to implement method for discriminating a synonymous text, wherein the method 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;
• wherein the word vector dictionary and the synonymy discriminating model are obtained by using a method for building the synonymy discriminating model, wherein the 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 the synonymy discriminating model.

A storage medium including computer-executable instructions which, when executed by a computer processor, execute the method according to a method for building a synonymy discriminating model, wherein the method 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 synonymy discriminating model is used to discriminate whether the input text pair are synonymous.

A storage medium including computer-executable instructions which, when executed by a computer processor, execute the method according to method for discriminating a synonymous text, wherein the method 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;
• wherein the word vector dictionary and the synonymy discriminating model are obtained by using a method for building the synonymy discriminating model, wherein the 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 the synonymy discriminating model.