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Semantic processing method and device

A technology of semantic processing and equipment, applied in electrical digital data processing, special data processing applications, instruments, etc., can solve the problem that word representation vector is difficult to correctly predict semantics, and achieve the effect of improving accuracy and accurate response information

Pending Publication Date: 2020-01-10
出门问问创新科技有限公司 +1
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  • Application Information

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Problems solved by technology

[0003] Semantic slot recognition is a common task in natural language processing. The most commonly used semantic slot recognition model in the industry only relies on the representation vector of the text as a feature, and some words will be predicted as the meaning expressed by the word in most cases. Therefore, it is difficult to have a word representation vector. The problem of correctly predicting semantics

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  • Semantic processing method and device
  • Semantic processing method and device
  • Semantic processing method and device

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Embodiment Construction

[0025] In order to make the purpose, features and advantages of the present invention more obvious and understandable, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0026] figure 1 It is a schematic flowchart of an implementation of a semantic processing method according to an embodiment of the present invention.

[0027] see figure 1 On the one hand, the embodiments of the present invention provide a semantic processing method, the method includes: step 101, obtain query information; step 102, determi...

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Abstract

The invention discloses a semantic processing method and device. The semantic processing method comprises the steps: acquiring query information; determining an information vector corresponding to thequery information; searching a hit word in the query information; determining an additional vector corresponding to the hit word; fusing the information vector and the additional vector to obtain a fused vector; and performing semantic slot identification on the fusion vector to obtain response information corresponding to the query information. By applying the embodiment of the invention, the query information can be accurately identified.

Description

technical field [0001] The invention relates to the technical field of natural language processing, in particular to a semantic processing method and device. Background technique [0002] Natural language processing is an important direction in the field of computer science and artificial intelligence. It mainly studies various theories and methods that can realize effective communication between humans and computers using natural language. The realization of natural language communication between human and computer means to make the computer not only understand the meaning of natural language text, but also express given intentions and thoughts in natural language text. [0003] Semantic slot recognition is a common task in natural language processing. The most commonly used semantic slot recognition model in the industry only relies on the representation vector of the text as a feature, and some words will be predicted as the meaning expressed by the word in most cases. Th...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/33G06F16/332
CPCG06F16/3344G06F16/3329
Inventor 祝文博雷欣李志飞
Owner 出门问问创新科技有限公司