Text processing method and device, storage medium and electronic equipment

A text processing and text technology, applied in the field of artificial intelligence, can solve the problem of low accuracy of text processing models, and achieve the effect of improving the accuracy of text recognition

Pending Publication Date: 2022-03-25
沈阳东软智能医疗科技研究院有限公司
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  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

However, in related technologies, even if a large number of samples are collected to train the text processing model, the accuracy of the obtained text processing model is still low

Method used

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  • Text processing method and device, storage medium and electronic equipment
  • Text processing method and device, storage medium and electronic equipment
  • Text processing method and device, storage medium and electronic equipment

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Embodiment Construction

[0052] Specific embodiments of the present disclosure will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present disclosure, and are not intended to limit the present disclosure.

[0053] It should be noted that in this disclosure, words such as "first" and "second" are only used for the purpose of distinguishing descriptions, and cannot be understood as indicating or implying relative importance, nor as indicating or implying order; The terms "S101", "S102", "S201", "S202" and the like are used to distinguish steps, and are not necessarily understood as performing the method steps in a specific order or sequence; when the following description refers to the accompanying drawings, unless otherwise indicated, The same numbers in different drawings indicate the same or similar elements.

[0054] First, the application scenarios of the pr...

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Abstract

The invention relates to a text processing method and device, a storage medium and electronic equipment. The method comprises the following steps: inputting a to-be-matched target text into a target text recognition model to obtain a target text vector corresponding to the target text; determining a target standard text corresponding to the target text according to a vector distance between the target text vector and a standard text vector; wherein the standard text vector is a text vector obtained by inputting a standard text in a preset text library into the target text recognition model. The target text recognition model is obtained by training a preset text recognition model according to a training sample set, and the training sample set comprises a plurality of sample texts and positive example standard texts and negative example standard texts corresponding to the sample texts; the negative example standard text is a text obtained from standard texts of the preset text library according to the sample text and the positive example standard text. In this way, the problem that the number of negative samples is small in the prior art can be solved.

Description

technical field [0001] The present disclosure relates to the field of artificial intelligence, in particular, to a text processing method, device, storage medium and electronic equipment. Background technique [0002] In the medical field, there can be multiple representations of the same diagnosis, operation, drug, examination, test or symptom in the clinical medical records. In order to achieve accurate statistical analysis of the clinical medical records, it is necessary to standardize the multiple representations and It is to generate standard text. In order to efficiently convert the expression text on the clinical medical records into a standardized standard text, it can be converted through a pre-trained text processing model. However, in related technologies, even if a large number of samples are collected to train the text processing model, the accuracy of the obtained text processing model is still low. Contents of the invention [0003] The purpose of the pres...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/33G06F16/35G06K9/62G06N3/04G06N3/08
CPCG06F16/334G06F16/35G06N3/08G06N3/045G06F18/22G06F18/241
Inventor 孙小婉蔡巍张霞
Owner 沈阳东软智能医疗科技研究院有限公司
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