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Efficient intelligent question-answering system for knowledge in artificial intelligence field

A technology of artificial intelligence and intelligent question answering, applied in semantic analysis, instruments, electronic digital data processing, etc., to achieve the effect of improving retrieval effect, improving accuracy, and enhancing the accuracy of word segmentation

Active Publication Date: 2021-07-23
SOUTH CHINA UNIV OF TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In order to solve the technical problems existing in the prior art, the present invention provides an efficient intelligent question answering system for knowledge in the field of artificial intelligence. Through the preparation module and the question answering module, the accuracy of word segmentation for user questions, knowledge base questions, and text library questions can be improved. Greatly enhanced, and then greatly improved the overall accuracy of the full Q&A system, thereby greatly improving the user experience, and realizing a low-cost, high-efficiency, high-user experience knowledge question-and-answer service

Method used

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  • Efficient intelligent question-answering system for knowledge in artificial intelligence field

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Embodiment

[0032] Such as figure 1 As shown, the present embodiment is an efficient intelligent question answering system for artificial intelligence domain knowledge, including a preparation module and a question answering module; wherein, the preparation module includes a data collection module, a model training module and a question answering system knowledge structure building module; the question answering module includes an input Preprocessing module, question answering module based on knowledge base, question answering module based on text base and question recommendation module based on knowledge base;

[0033] The preparation module marks the collected unstructured knowledge text paragraphs in the field of artificial intelligence through the data collection module, and trains the information extraction module and machine reading comprehension module of the model training module, and at the same time collects or defines synonymous and different The short text matching model can b...

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Abstract

The invention relates to an efficient intelligent question-answering system for knowledge in the field of artificial intelligence. The system comprises a preparation module and a question-answering module, wherein the preparation module comprises a data collection module, a model training module and a question and answer system knowledge structure construction module; the question-answering module comprises an input preprocessing module, a question-answering module based on a knowledge base, a question-answering module based on a text library and a question recommendation module based on the knowledge base. Through the preparation module and the question-answering module, the word segmentation accuracy of user questions, knowledge base questions and text base questions is greatly enhanced, and the overall accuracy of the full question-answering system is greatly improved, so that the user experience is greatly improved, and the knowledge question-answering service with low cost, high efficiency and high user experience is realized.

Description

technical field [0001] The invention relates to the technical fields of artificial intelligence and natural language processing, in particular to an efficient intelligent question answering system oriented to knowledge in the field of artificial intelligence. Background technique [0002] In recent years, artificial intelligence technology has developed rapidly and has broad application prospects in education, medical care, agriculture, transportation and other fields. However, obtaining knowledge in the field of artificial intelligence requires a certain professional foundation. Practitioners in all walks of life lack a convenient and accurate way to obtain artificial intelligence knowledge, which makes it difficult to popularize artificial intelligence technology in many fields and virtually hinders the society. development of productivity. Unstructured text in the field of artificial intelligence carries a large amount of knowledge in this field. If a knowledge question ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F16/35G06F40/35G06F40/30G06F40/247
CPCG06F16/3329G06F16/35G06F40/35G06F40/30G06F40/247Y02D10/00
Inventor 曲晨帆金连文林上港马骏谭濯刘振鑫
Owner SOUTH CHINA UNIV OF TECH
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