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Event generation method and device, terminal equipment and storage medium

An event generation and event generation technology, applied in the information field, can solve problems such as poor readability and low event generalization, and achieve the effects of good grammatical coherence, strong generalization, and improved efficiency and accuracy.

Pending Publication Date: 2020-07-28
深圳价值在线信息科技股份有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, the embodiment of the present application provides an event generation method, device, terminal device and storage medium to solve the problem of low generalization or poor readability of events generated in the prior art

Method used

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  • Event generation method and device, terminal equipment and storage medium
  • Event generation method and device, terminal equipment and storage medium
  • Event generation method and device, terminal equipment and storage medium

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Embodiment Construction

[0030] In the following description, for the purpose of illustration rather than limitation, specific details such as a specific system structure and technology are set forth in order to provide a thorough understanding of the embodiments of the present application. However, it will be apparent to those skilled in the art that the present application may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.

[0031] The technical solutions of the present application are described below through specific embodiments.

[0032] refer to figure 1 , showing a schematic flowchart of the steps of an event generation method according to an embodiment of the present application, which may specifically include the following steps:

[0033] S101, obtaining a text title to be proces...

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Abstract

The embodiment of the invention is suitable for the technical field of information, and provides an event generation method and device, terminal equipment and a storage medium, and the method comprises the steps: obtaining a to-be-processed text title which comprises a plurality of title characters; converting each title character into an input vector; determining a target input vector corresponding to the text title according to the input vector of each title character obtained after conversion; encoding and decoding the target input vector, and outputting candidate characters of each character bit in a to-be-generated event and probability values of the candidate characters; and generating an event according to the candidate character of each character bit and the probability value of the candidate character. The event generated by adopting the method not only has strong generality and can completely represent the text content, but also has better grammar coherence and higher readability.

Description

technical field [0001] The present application belongs to the field of information technology, and in particular, relates to an event generation method, apparatus, terminal device and storage medium. Background technique [0002] Hot event generation is an important means of public opinion analysis, and has gradually become one of the research hotspots in the field of natural language processing. [0003] Existing hot events are mainly implemented by extractive or generative methods. The extraction method is based on the algorithm of dependency syntactic analysis and new word discovery. Although the grammatical structure is relatively complete, the text in all events comes from the text title itself. Inference summary; the generative method uses a deep learning-based sequence-to-sequence (seq2seq) model, and the encoder and decoder use Long Short-Term Memory (LSTM) and Gate Recurrent Unit (GRU) ) structure, this method is more dependent on the corpus itself, the generated ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/258G06F40/216G06N3/04
CPCG06N3/044G06N3/045Y02D10/00
Inventor 赵洋包荣鑫王宇魏世胜朱继刚
Owner 深圳价值在线信息科技股份有限公司
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