Event element identification method and device

A technology of event elements and identification methods, which is applied in the fields of computer and information extraction, can solve the problems of low recall rate and accuracy of event element identification, and the inability to accurately describe corporate portraits, so as to save the process of manually constructing features and overcome the inadequacy of screening. Accurate, event-element-precise effects

Pending Publication Date: 2019-12-20
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
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  • Claims
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Problems solved by technology

However, the current methods of event extraction and event element identification have certain defects, resulting in a low recall rate and accuracy of the final event element identification, which cannot meet the requirements of accurately portraying corporate portraits

Method used

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  • Event element identification method and device
  • Event element identification method and device
  • Event element identification method and device

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Embodiment Construction

[0074] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0075] According to the first embodiment of the present application, the present application provides a method for identifying event elements, such as figure 1 As shown, the method includes:

[0076] S100: Acquire candidate sentences from the target corpus according to the preset trigger vocabulary, where the candidate sentences include trigger words in the preset t...

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Abstract

The invention discloses an event element identification method and device, and relates to the technical field of information extraction. According to the specific implementation scheme, the event element identification method comprises: obtaining candidate sentences from a target corpus according to a preset trigger word list, and the candidate sentences comprising trigger words in the preset trigger word list; determining event statements and event types of the event statements from the candidate statements through statement characteristics of the candidate statements by utilizing a rapid text classification model; and according to the event type of the event statement, identifying event elements in the event statement. According to the method, the statement characteristics of the candidate statements are obtained by utilizing the rapid text classification model, and the event statements can be rapidly and accurately screened out, so that event elements in the identified event statements can be more accurate.

Description

technical field [0001] This application relates to the field of computer technology, in particular to the field of information extraction technology. Background technique [0002] As an important part of portraying a corporate portrait, corporate public opinion covers information on personnel, capital, operations, and other related events in the production and operation activities of the enterprise. This information is of great significance for evaluating the potential risks of the enterprise. Corporate public opinion data is usually unstructured text data from various platforms, so it is necessary to identify and mine the required structured information from it. However, the current methods of event extraction and event element identification have certain defects, which lead to low recall and precision of the final event element identification, which cannot meet the requirements of accurately portraying corporate portraits. Contents of the invention [0003] Embodiments ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/35G06F17/27
CPCG06F16/35
Inventor 周厚谦钟辉强刘亮尹存祥方军骆金昌
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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