Role dialogue simulation method and device, equipment and storage medium

A simulation method and role technology, applied in biological neural network models, instruments, medical automation diagnosis, etc., can solve the problem of inflexibility of intelligent dialogue simulation of roles, and achieve the effect of inflexibility.

Pending Publication Date: 2022-07-29
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The present invention provides a character dialogue simulation method, device and computer-readable storage medium, the main purpose of which is to solve the problem that the role intelligent dialogue simulation is not flexible enough

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  • Role dialogue simulation method and device, equipment and storage medium
  • Role dialogue simulation method and device, equipment and storage medium
  • Role dialogue simulation method and device, equipment and storage medium

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Embodiment Construction

[0063] It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.

[0064] The embodiment of the present application provides a method for character dialogue simulation. The execution subject of the character dialogue simulation method includes, but is not limited to, at least one of electronic devices that can be configured to execute the method provided by the embodiments of the present application, such as a server and a terminal. In other words, the character dialogue simulation method can be executed by software or hardware installed in a terminal device or a server device, and the software can be a blockchain platform. The server includes but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, and the like. The server can be an independent server, or can provide cloud services, cloud databases, cloud computing, cloud functions, ...

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Abstract

The invention relates to a natural language processing technology, and discloses a role dialogue simulation method which comprises the following steps: carrying out role classification and text cleaning on dialogue corpora to obtain training texts corresponding to different roles, carrying out position coding, matrix calculation and prediction calculation on the training texts by utilizing a constructed pre-training dialogue model to obtain a prediction result, determining whether training is stopped or not according to a correlation result obtained through calculation of the prediction result, and if training is stopped, obtaining a dialogue model; performing text processing on user input, inputting the processed text into the dialogue model for calculation to obtain an output result, performing repeated screening and sampling on the output result to obtain a target output result, judging whether sentence generation is finished or not according to the output result, and when sentence generation is finished, splicing the target output result to obtain a reply dialogue. The invention further provides a role dialogue simulation device, electronic equipment and a storage medium. The flexibility of role intelligent dialogue simulation can be improved.

Description

technical field [0001] The present invention relates to the technical field of natural language processing, and in particular, to a method, device, electronic device and computer-readable storage medium for character dialogue simulation. Background technique [0002] With the rapid development of artificial intelligence, the application of computer technology in the field of intelligent question answering and dialogue simulation has gradually increased. For example, in the field of medical consultation, it is necessary to conduct targeted inquiries on patients' physical conditions, symptoms, disease development and other information, which is an important source for doctors to obtain information on patients' symptoms. Nowadays, natural language processing technology can be used to build an intelligent consultation dialogue system, which can alleviate the information asymmetry between doctors and patients, promote the efficient use of medical resources, and simulate the dialo...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/20G06F16/332G06F16/35G06F40/30G06N3/04
CPCG16H50/20G06F16/3329G06F16/35G06F40/30G06N3/044
Inventor 金晓辉阮晓雯陈远旭
Owner PING AN TECH (SHENZHEN) CO LTD
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