Machine reading understanding method and device, equipment and storage medium

A reading comprehension and machine technology, applied in the field of artificial intelligence, can solve problems such as low efficiency and low answer accuracy, and achieve the effect of improving accuracy and efficiency and improving user experience

Active Publication Date: 2020-04-17
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The main purpose of the present invention is to provide a machine reading comprehension method, device, storage medium and device, aiming to solve the technical problem of low accuracy and low efficiency of answers found by machine reading comprehension in the prior art

Method used

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  • Machine reading understanding method and device, equipment and storage medium
  • Machine reading understanding method and device, equipment and storage medium
  • Machine reading understanding method and device, equipment and storage medium

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Embodiment Construction

[0055] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0056] refer to figure 1 , figure 1 It is a schematic structural diagram of a machine reading comprehension device for a hardware operating environment involved in the solution of the embodiment of the present invention.

[0057] like figure 1 As shown, the machine reading comprehension device may include: a processor 1001 , such as a central processing unit (Central Processing Unit, CPU), a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display). The optional user interface 1003 may also include a standard wired interface and a wireless interface. The wired interface of the user interface 1003 may be a US...

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PUM

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Abstract

The invention discloses a machine reading understanding method, equipment, a storage medium and a device. The method comprises the steps of obtaining a to-be-understood paragraph and a plurality of corresponding target problems; and carrying out multi-thread processing on the to-be-understood paragraph and the plurality of corresponding target questions, obtaining interaction information semanticsbetween the paragraph to be understood and each target problem through an embedded layer, a coding layer and an interaction layer of the understanding model of a preset machine in sequence; based onartificial intelligence, enabling the interaction information semantics to pass through a screening layer of the preset machine reading understanding model; obtaining a valuable sentence vector whichis highly associated with each target question; and enbabling the valuable sentence vector to passes through an answer layer of the preset machine reading understanding model to obtain a predicted answer range of each target question, and performing answer prediction through the preset machine reading understanding model. The accuracy and efficiency of answer prediction are improved, the predictedanswer range is sent to a target terminal, and the user experience is improved.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a machine reading comprehension method, equipment, storage medium and device. Background technique [0002] Machine reading comprehension is one of the core tasks in the field of natural language processing (Natural Language Processing, abbreviated as NLP). It is necessary to teach the machine to read and understand paragraphs of text and find answers to questions through algorithm design. Currently, the existing data sets for machine reading comprehension include Multiple choice questions, cloze questions, quizzes, etc. [0003] According to the human reading comprehension behavior, it is necessary to filter out words related to the question and valuable for answering the question after reading through the paragraph, and then further understand the question to determine the answer span, but for the question-and-answer class For reading comprehension task...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/30G06F40/205G06F40/284G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06N3/044
Inventor 郝正鸿许开河王少军
Owner PING AN TECH (SHENZHEN) CO LTD
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