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External risk event extraction method and device

An extraction method and event extraction technology, applied in the field of data processing, can solve the problems of missing fine-tuned data and too large language model.

Pending Publication Date: 2022-05-24
上海金仕达软件科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to the excessively large language model and the lack of fine-tuning data, the current technology still has shortcomings in terms of recognition accuracy and time accuracy.

Method used

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  • External risk event extraction method and device
  • External risk event extraction method and device
  • External risk event extraction method and device

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Embodiment Construction

[0043] The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.

[0044] Please see attached figure 1 , a schematic flowchart of an external risk event extraction method provided in an embodiment of the present application. like figure 1 As shown, the embodiment of the present application provides an external risk event extraction method, and the method includes the following steps:

[0045] S101: Acquire source data, and locate a key paragraph containing important information in the source data acco...

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Abstract

The invention provides an external risk event extraction method and device, and the method comprises the steps: obtaining source data, positioning a key paragraph containing important information in the source data according to a target event extraction request, and enabling the key paragraph to comprise a to-be-extracted problem target; performing semantic recognition of trigger words on the key paragraph, and determining the trigger words contained in the key paragraph; and when the trigger word is a preset trigger word, inputting the key paragraph into a preset event extraction model with a bleached statement, performing event extraction of a target event according to a pre-specified event type and argument role, and determining corresponding event information. According to the method, the natural language information is converted into the structured data, and the information is arranged into the data in the unified format, so that the purposes of improving the availability of the data and improving the user experience are achieved.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular, to a method and device for extracting external risk events. Background technique [0002] Business needs come from the operational risk department. Each company has its own operational risk system, which tracks the behavior, status and risks of its own customers and some listed companies. Among them, external risks come from those public negative news and punishment announcements, as well as the potential risk events shown, and identifying external risk events helps the company to judge the risk and credit level of the target, and can also make decisions for potential risks. Get ready and get early warnings with clear, concise content. [0003] At present, there are some similar risk reminders in the market, but they mainly rely on a large number of manual processing of information or simple language logic to identify risks (using regular expressions to judge...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332
CPCG06F16/3329
Inventor 郝璐妍赵诣崔渊
Owner 上海金仕达软件科技股份有限公司
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