Training method and device for text similarity recognition model, and related equipment

A text similarity and recognition model technology, applied in the field of text recognition, can solve the problem of low recognition accuracy

Pending Publication Date: 2020-09-04
ONE CONNECT SMART TECH CO LTD SHENZHEN
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present invention provides a text similarity recognition model training method, device and related equipmen

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  • Training method and device for text similarity recognition model, and related equipment
  • Training method and device for text similarity recognition model, and related equipment
  • Training method and device for text similarity recognition model, and related equipment

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Embodiment Construction

[0034] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Apparently, the described embodiments are part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts all belong to the protection scope of the present invention.

[0035] The training method of the text similarity recognition model provided by the first embodiment of the present invention can be applied to such as figure 1In the shown application environment, the server obtains multiple groups of first sample groups from the client, each group of first sample groups includes pre-marked first text samples and second text samples, and the first text samples and the second The text samples have the same meaning, and th...

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Abstract

The invention relates to the technical field of text recognition in artificial intelligence, and provides a training method and device for a text similarity recognition model, and related equipment, and the method comprises the steps: obtaining a plurality of first sample groups comprising a first text sample and a second text sample; taking an element of which the literal similarity with the first text sample reaches a preset threshold value as a third text sample; labeling the third text sample to obtain a negative text sample, and forming a plurality of second sample groups; representing the samples in each second sample group with representation vectors; calculating a first similarity and a second similarity; and according to the first similarity and the second similarity, adjusting the parameters, and repeatedly obtaining the representation vector to the step to obtain a trained text similarity recognition model. Through the implementation of the text similarity recognition methodand device, the problem that in the prior art, a text similarity recognition method is low in recognition accuracy can be solved. Meanwhile, the invention also relates to a blockchain technology, andthe first sample group and the second sample group can be stored in the blockchain node.

Description

technical field [0001] The invention relates to the technical field of text recognition in artificial intelligence, in particular to a training method, device and related equipment for a text similarity recognition model. Background technique [0002] In recent years, with the continuous development of information technology, the amount of information generated has shown an explosive growth trend. In order to better analyze and process the application of this information, various algorithms and models are usually used to calculate the similarity of this information. In order to facilitate the retrieval query to obtain the target information. For example, in the process of information retrieval query, it is generally necessary to calculate the similarity between texts to obtain the target text. [0003] At present, in order to be able to calculate the similarity between texts, the similarity between texts is generally calculated through various similarity calculation algorit...

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Application Information

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IPC IPC(8): G06F40/194G06K9/62G06N3/04
CPCG06F40/194G06N3/044G06N3/045G06F18/22G06F18/214
Inventor 李小娟徐国强
Owner ONE CONNECT SMART TECH CO LTD SHENZHEN
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