Intelligent question-answering method, device, equipment and storage medium

An intelligent question answering and question sentence technology, applied in natural language data processing, special data processing applications, instruments, etc., can solve the problems of low efficiency and accuracy of question answer matching

Pending Publication Date: 2020-10-27
CHINA PING AN LIFE INSURANCE CO LTD
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The main purpose of the present invention is to solve the technical problem that the efficiency and accuracy of FAQ quest

Method used

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  • Intelligent question-answering method, device, equipment and storage medium
  • Intelligent question-answering method, device, equipment and storage medium
  • Intelligent question-answering method, device, equipment and storage medium

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Embodiment Construction

[0081] The embodiment of the present invention provides an intelligent question answering method, device, equipment, and storage medium. In the technical solution of the present invention, the question sentence corpus is marked through the semantic role labeling model to obtain the marked phrase and the corresponding role type; according to the role type , determine the phrase category library corresponding to the tagged phrase, the phrase category library includes at least one subcategory, and each subcategory contains at least one template phrase; calculate the similarity between the tagged phrase and the template phrase in the corresponding phrase category library, and determine the tagged phrase subcategory; according to the role type and subcategory of the marked phrase, query the corresponding standard question from the standard question database; construct the corresponding standard answer according to the standard question and output it. Through this proposal, it is pos...

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Abstract

The invention relates to the field of artificial intelligence, and discloses an intelligent question-answering method, a device, equipment and a storage medium. The method comprises the steps of acquiring and labeling question corpora through a semantic role labeling model, and obtaining labeled phrases and corresponding role types; according to the role type, determining a phrase category librarycorresponding to the annotated phrases, wherein the phrase category library comprises sub-categories, and the sub-categories comprise template phrases; calculating the similarity between the annotated phrases and template phrases in a corresponding phrase category library, and determining sub-categories of the annotated phrases; querying a corresponding standard question from a standard questionlibrary according to the role type and the subclass of the annotated phrase; and constructing a corresponding standard answer according to the standard question and outputting the standard answer. According to the method, the statement closest to the semantic meaning of the user question can be quickly and accurately found from the standard question and answer, the response quality and speed are ensured, and the user experience is improved. In addition, the invention also relates to a blockchain technology, and the question corpus of the user can be stored in the blockchain.

Description

technical field [0001] The present invention relates to the field of artificial intelligence, in particular to an intelligent question answering method, device, equipment and storage medium. Background technique [0002] With the overall stable growth of the national economy and the rapid development of IT information and online services, the competition within the "Internet +" industry is becoming increasingly fierce, which brings higher challenges to the Internet industry. Enterprises improve user satisfaction and provide user-friendly experience , it is necessary to provide online customer service to guide user operations, ensure customer service quality and customer response speed, so how to use the system to provide users with answers quickly and accurately has become an urgent need for enterprises. [0003] A question answering system (Frequently Asked Question, FAQ) is a question and answer retrieval system that finds the matching question sentence in the existing "qu...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F16/35G06F40/35G06F40/117G06F40/205
CPCG06F16/3329G06F16/355G06F40/117G06F40/205G06F40/35
Inventor 勾震马丹曾增烽
Owner CHINA PING AN LIFE INSURANCE CO LTD
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