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A data processing method, device, equipment and storage medium

A data processing and loss function technology, applied in the fields of digital data processing, natural language data processing, special data processing applications, etc., can solve the problems of high labeling cost, poor bullet screen recognition effect, and high model training cost, and achieve an optimal model performance, reduced training cost, reduced number of effects

Active Publication Date: 2021-12-07
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In order to obtain a better effect of bad bullet chatting recognition through this method and avoid the occurrence of missed recognition and misidentification, it is often necessary to use a large number of labeled samples to train the bad bullet chatting recognition model, which will consume a high labeling cost, namely Model training costs are high

Method used

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  • A data processing method, device, equipment and storage medium
  • A data processing method, device, equipment and storage medium
  • A data processing method, device, equipment and storage medium

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Embodiment Construction

[0036] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0037] The terms "first", "second", "third", "fourth", etc. (if any) in the description and claims of this application and the above drawings are used to distinguish similar objects, and not necessarily Used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the em...

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Abstract

The embodiment of the present application discloses a data processing method, device, device, and storage medium in the field of artificial intelligence, wherein the method includes: obtaining the target text of the target bullet chat; The first recognition result of the curtain; the first bullet chatting recognition model is obtained based on the first training sample training including the first training text and its corresponding weak labeling result. It is determined whether the barrage playback function is turned off; through the second barrage recognition model, the second recognition result of the target barrage is determined according to the target text; the second barrage recognition model is based on the second training text and its corresponding strong annotation The results are obtained by training the second training sample; according to the first recognition result and the second recognition result, the target recognition result of the target barrage is determined. This method can achieve better bad barrage recognition effect and reduce the cost of model training.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence (AI), and in particular to a data processing method, device, device, and storage medium. Background technique [0002] Nowadays, many online video playback platforms have the barrage function, which supports users to edit and send their comment content on the currently playing video during the process of watching the video, that is, the barrage, and the user watching the video can see other users accordingly The barrage sent. In practical applications, the barrage sent by users varies from good to bad, often mixed with indecent content, boring content, and content that disgusts other users. This type of barrage is also called in the industry. Bad bullet chat: In order to improve the user's video viewing experience, some online video playback platforms will identify whether the bullet chat sent by the user is bad bullet chat, and filter the bad bullet chat, and do not dis...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/20G06K9/32G06K9/62G06F16/33G06F16/35G06F40/279G06F40/30G06N3/04G06N3/08G06N20/00
CPCG06F16/3344G06F16/35G06F40/279G06F40/30G06N3/08G06N20/00G06N3/044G06F18/214
Inventor 司雪敏
Owner TENCENT TECH (SHENZHEN) CO LTD
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