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Reply message generation method and system, computer equipment and storage medium

A technology for replying messages and messages, which is applied in computing, digital data information retrieval, semantic analysis, etc., and can solve the problem of low emotional adaptation of dialogue messages

Pending Publication Date: 2021-01-12
SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The present application provides a reply message generation method, system, computer equipment and storage medium, which can solve the problem of low adaptability between the emotion of the reply message and the emotion of the dialogue message

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  • Reply message generation method and system, computer equipment and storage medium
  • Reply message generation method and system, computer equipment and storage medium
  • Reply message generation method and system, computer equipment and storage medium

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Embodiment Construction

[0028] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0029] The terms "first" and "second" in this application are only used for descriptive purposes, and cannot be understood as indicating or implying relative importance or implicitly indicating the number of technical features shown. Thus, the features defined as "first" and "second" may explicitly or implicitly include at least one of these features. Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to c...

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Abstract

The invention discloses a reply message generation method and system, computer equipment and a computer readable storage medium, and the method comprises the steps: obtaining a dialogue message with an emotion label; performing word segmentation and embedding on the dialogue message to obtain an input semantic feature vector; inputting the input semantic feature vector and the emotion label into asemantic emotion memory module to obtain an emotion memory value; and performing prediction by utilizing the input semantic feature vector and the emotion memory value to generate a reply message. Bymeans of the mode, the reply message which is coherent in semantics and reasonable in emotion can be generated according to the semantics of the dialogue message input by the user and the emotion label carried by the dialogue message, and the adaptation degree of the reply message and the dialogue message is high.

Description

technical field [0001] The present application relates to the field of natural language processing, and in particular to a reply message generation method, system, computer equipment and computer-readable storage medium. Background technique [0002] The dialogue system refers to a system in which robots communicate with humans. It aims to enable robots to perceive human language and generate intelligent responses. Building an emotional dialogue system that can express specified emotions and generate informative responses is a long-term goal of artificial intelligence. Studies have shown that introducing emotional factors into dialogue systems can improve user satisfaction and help improve the system's ability to perceive interactions. Many of the glitches in conversations can be avoided by giving machines the ability to recognize a user’s emotional state and generate specific responses. [0003] Traditional emotional dialogue systems rely on hand-designed dialogue templat...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F16/35G06F40/216G06F40/284G06F40/289G06F40/30
CPCG06F16/3329G06F16/355G06F40/30G06F40/289G06F40/284G06F40/216Y02D10/00
Inventor 王振伟杨敏李成明姜青山
Owner SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI