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Semantic recognition method, device and related equipment

A technology of semantic recognition and words, which is applied in speech recognition, speech analysis, special data processing applications, etc. It can solve the problems that the semantic recognition rate needs to be improved, and the synonyms of words cannot be effectively identified.

Pending Publication Date: 2019-09-13
PINGAN PUHUI ENTERPRISE MANAGEMENT CO LTD
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AI Technical Summary

Problems solved by technology

However, in the intelligent customer service system, especially in the intelligent collection customer service system, in the process of semantic recognition, synonyms of words cannot be effectively identified, and the semantic recognition rate needs to be improved

Method used

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  • Semantic recognition method, device and related equipment
  • Semantic recognition method, device and related equipment
  • Semantic recognition method, device and related equipment

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Embodiment Construction

[0059] The following will clearly describe the technical solutions in the embodiments of the present disclosure with reference to the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only some of the embodiments of the present disclosure, not all of them.

[0060] It should also be understood that the terminology used in the present disclosure is for the purpose of describing particular embodiments only and is not intended to be limiting of the present disclosure.

[0061] It should also be further understood that the term "and / or" used in this disclosure and the appended claims refers to any combination of one or more of the associated listed items and all possible combinations, and includes these combinations .

[0062] In specific implementation, the technical solutions described in the embodiments of the present disclosure can be implemented by terminal devices or servers or systems with voice processing functions s...

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Abstract

The embodiment of the invention discloses a semantic recognition method, a semantic recognition device and a storage medium. The method comprises the steps of obtaining a dialogue statement, converting the dialogue statement into text information, dividing the text information into N words through a dictionary, and converting the N words into N corresponding word vectors, wherein the dictionary comprises words appearing in the collection dialogue; performing semantic recognition on the N word vectors by using a neural network added with a bidirectional long-short-term memory unit, and giving asemantic recognition result. By adopting the embodiment of the invention, the semantic recognition precision can be improved.

Description

technical field [0001] The present disclosure relates to the fields of artificial intelligence and semantic recognition, and in particular to a semantic recognition method and device, related equipment, and a storage medium. Background technique [0002] With the rapid development of artificial intelligence, semantic recognition has been gradually used in various industries, such as intelligent navigation systems, intelligent customer service systems, and robotics. However, in the intelligent customer service system, especially in the intelligent collection customer service system, in the process of semantic recognition, synonyms of words cannot be effectively identified, and the semantic recognition rate needs to be improved. Contents of the invention [0003] The embodiment of the present disclosure provides a semantic recognition technology. [0004] In the first aspect, a semantic recognition method is disclosed, including: [0005] Obtain dialogue sentences, convert...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10L15/16G10L15/18G10L15/26G06F17/27
CPCG10L15/16G10L15/1822G10L15/26G06F40/30
Inventor 陈诗锦
Owner PINGAN PUHUI ENTERPRISE MANAGEMENT CO LTD
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