A text matching method, device, equipment and medium

A matching method and text technology, applied in the field of semantic processing, can solve problems such as inaccurate matching, and achieve the effect of improving accuracy and avoiding inaccurate matching.

Active Publication Date: 2022-03-15
BEIJING CENTURY TAL EDUCATION TECH CO LTD
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  • Abstract
  • Description
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Problems solved by technology

However, the above text matching methods all have the problem of inaccurate matching due to the small amount of short text information and the unequal information between short text and long text.

Method used

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  • A text matching method, device, equipment and medium
  • A text matching method, device, equipment and medium
  • A text matching method, device, equipment and medium

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Embodiment Construction

[0026] In order to more clearly understand the above objects, features and advantages of the present disclosure, the solutions of the present disclosure will be further described below. It should be noted that, in the case of no conflict, the embodiments of the present disclosure and the features in the embodiments can be combined with each other.

[0027] In the following description, many specific details are set forth in order to fully understand the present disclosure, but the present disclosure can also be implemented in other ways than described here; obviously, the embodiments in the description are only some of the embodiments of the present disclosure, and Not all examples.

[0028] figure 1 It is a schematic flow chart of a text matching method provided by an embodiment of the present disclosure. The method can be executed by a text matching device, where the device can be implemented by software and / or hardware, and generally can be integrated into an electronic de...

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Abstract

Embodiments of the present disclosure relate to a text matching method, device, device, and medium, wherein the method includes: acquiring target short text and target long text; determining candidate long texts that match the target short text; using the first matching model to match the target The long text is matched with the candidate long text to determine a first matching result; based on the first matching result, the first matching result between the target short text and the target long text is obtained. By adopting the above technical scheme, by converting the matching between short text and long text into matching between two long texts, it is possible to avoid inaccurate matching caused by too little information in short text or unequal information between short text and long text problem, improving the accuracy of matching between short and long texts.

Description

technical field [0001] The present disclosure relates to the technical field of semantic processing, in particular to a text matching method, device, equipment and medium. Background technique [0002] Text matching is a core issue in the field of natural language processing. It plays a central supporting role in many natural language processing applications by calculating the correlation between texts, such as information retrieval, question answering systems, dialogue systems, recommendation systems, etc. [0003] The existing text matching technology usually extracts the features of the text and uses some similarity measurement methods to calculate the similarity between the texts or judge whether the texts are related. In addition, deep learning technology is also used to obtain the semantic vector representation of text based on neural network training, and then text matching is performed; or deep learning methods are used directly for end-to-end text matching. However...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/33G06F40/284G06F40/30
CPCG06F16/3344G06F40/284G06F40/30
Inventor 傅玮萍许国伟丁文彪刘子韬
Owner BEIJING CENTURY TAL EDUCATION TECH CO LTD
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