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Method and neural network system used for man-machine conversation, and user equipment

A neural network, human-computer dialogue technology, applied in the computer field, can solve problems such as automatic question answering, wrong knowledge angle, and low question accuracy.

Active Publication Date: 2017-06-13
HUAWEI TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

", this reply sheet is appropriate from the language point of view, but wrong from the knowledge point of view
[0008] Therefore, the existing technology or system only considers automatic question answering, or only considers natural language dialogue, and the accuracy rate of the reply to the question in the dialogue is low

Method used

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  • Method and neural network system used for man-machine conversation, and user equipment
  • Method and neural network system used for man-machine conversation, and user equipment
  • Method and neural network system used for man-machine conversation, and user equipment

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Embodiment Construction

[0059] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but 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 fall within the protection scope of the present invention.

[0060] The following briefly introduces several existing automatic question answering systems and natural language dialogue systems.

[0061] Automatic Question Answering System Based on Information Retrieval:

[0062] The automatic question answering technology based on information retrieval is usually divided into three steps: question analysis, document retrieval and answer extraction. in,

[0063] Question analysis: Use natural language processin...

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Abstract

The invention discloses a method and a neural network system used for a man-machine conversation, and user equipment. The method used for the man-machine conversation comprises the following steps that: carrying out vectorization on a natural language problem and a knowledge base; through vector computation, obtaining an intermediate result vector which is based on the knowledge base and expresses similarity between the natural language problem and a knowledge base answer through vector computation; and according to a problem vector and the intermediate result vector, carrying out computation to obtain a correct natural language answer based on facts. By use of the method provided by the invention, the conversation and the questions and answers based on the knowledge base are combined, natural language interaction can be carried out with users, and on the basis of the knowledge base, the natural language answer based on the facts can be given.

Description

technical field [0001] Embodiments of the present invention relate to the computer field, and more specifically, relate to a method for man-machine dialogue, a neural network system and user equipment. Background technique [0002] With the rapid development of mobile Internet and smart terminals, the application of man-machine dialogue is becoming more and more extensive. Major Internet companies have also launched their own smart assistants, such as Apple Siri, Google Now, Microsoft Cortana, Facebook M, Baidu Dumi and Microsoft Xiaobing, etc. Current smart assistants are able to hold simple conversations with people and complete some basic tasks. The technology related to intelligent assistants still needs to be continuously developed and improved, and it will develop in a direction that is more anthropomorphic, knowledgeable, and able to complete more complex tasks. [0003] Human-machine dialogue involves a series of technologies, such as: speech recognition, natural l...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/3344G06N3/084G06F16/3329G06F40/216G06F40/30G06N3/042G06N3/044G06N3/045G06N3/006
Inventor 蒋欣吕正东李航
Owner HUAWEI TECH CO LTD
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