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Data processing method and application for answer selection system

A selection system and data processing technology, applied in the field of data processing, can solve problems such as robustness and lack of predictability, and achieve the effect of improving performance

Active Publication Date: 2021-08-06
北京慧闻科技(集团)有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, these algorithms are also deficient in different aspects, such as robustness, predictability

Method used

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  • Data processing method and application for answer selection system
  • Data processing method and application for answer selection system
  • Data processing method and application for answer selection system

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Embodiment Construction

[0029] Hereinafter, exemplary embodiments according to the present application will be described in detail with reference to the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments of the present application. It should be understood that the present application is not limited by the exemplary embodiments described here.

[0030] Application overview

[0031] As mentioned above, when a user searches for the answer he needs through the Internet, it takes a lot of time for the user to find the answer he wants in view of the massive amount of answers related to the question on the Internet. The purpose of the answer selection system is to help users quickly and accurately obtain the correct answer corresponding to the question. For easy understanding, the answer selection system can be defined as: given a question q, and the set of candidate answers {a1, a2,...an} corresponding t...

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Abstract

Data processing method, data processing device and electronic equipment for an answer selection system. The data processing method includes: obtaining adversarial sample data and normal sample data, the adversarial sample data includes at least one piece of question data and at least one piece of corresponding answer data, and at least one piece of answer data is a wrong answer relative to the question; based on the adversarial sample data and The word vector representation of the normal sample data generates the hidden state sequence corresponding to the question data and the answer data; based on the hidden state sequence, the final question representation of the question data and the final answer representation of the answer data are generated; the final question representation and the final answer representation are calculated. similarity; and, computing the corresponding loss function to tune the network parameters of the answer selection system through backpropagation. In this way, the performance of the answer selection system can be improved by training a specific system model based on adversarial example data.

Description

technical field [0001] The present invention generally relates to the field of data processing, and more specifically, relates to a data processing method, data processing device and electronic equipment for an answer selection system. Background technique [0002] With the development of Internet technology, more and more people choose to search for questions on the Internet and obtain answers related to the questions. However, when the user obtains the answer he needs through the Internet, the user often needs to spend a lot of time to find the answer he wants in view of the massive amount of answers related to the question on the Internet. [0003] Based on this background, the answer selection system came into being, and its purpose is to help users obtain the correct answers related to the questions quickly and accurately. [0004] A large number of algorithms are used in the answer selection system and play a huge role, many of which are very successful and have a wid...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/951G06F16/953G06F16/9532G06F16/332G06K9/62
CPCG06F18/22
Inventor 杨鹏
Owner 北京慧闻科技(集团)有限公司
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