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Method and device for parsing semantic meaning, apparatus and storage medium

A technology of semantic analysis and semantic analysis, which is applied in the field of semantic analysis methods, devices, equipment and storage media, can solve problems such as content limitations, few types of semantics, wrong answers or repeated answers in building dialogues, so as to improve flexibility and improve user experience. Experience and improve the effect of diversity

Active Publication Date: 2018-08-10
出门问问创新科技有限公司 +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In the process of implementing the present invention, the inventor found that the existing technology has the following defects: the types of semantics that can be supported in the dialogue system are few, and most of the semantics are implemented based on rules
In fact, people's needs in life are not so simple and single, but diverse and complex.
Moreover, when the user's dialogue task is not a simple single-round dialogue but multiple rounds of dialogue, the dialogue system can only construct a single-round dialogue, resulting in the situation of answering questions that are not asked or repeated answers, making the content of the dialogue system's construction dialogue too complex. Too limited and rigid, user experience is not high

Method used

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  • Method and device for parsing semantic meaning, apparatus and storage medium
  • Method and device for parsing semantic meaning, apparatus and storage medium
  • Method and device for parsing semantic meaning, apparatus and storage medium

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Experimental program
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Embodiment 1

[0023] figure 1 It is a flow chart of a semantic analysis method provided in Embodiment 1 of the present invention. This embodiment is applicable to voice interaction, especially in the case of multiple rounds of voice interaction. The method can be executed by the semantic analysis device provided in the embodiment of the present invention. The device can be implemented in the form of software and / or hardware, and can generally be integrated into terminal equipment with a dialogue system, such as PCs, tablet computers, mobile phones, and vehicle-mounted equipment. Specifically include the following steps:

[0024] S110. Obtain the data to be parsed under the current dialogue turn and the historical semantics under the historical dialogue turns associated with the current dialogue turn.

[0025] Typically, the acquiring the data to be parsed under the current dialogue round may specifically be: acquiring the data to be parsed under the current dialogue round of the user termi...

Embodiment 2

[0074] figure 2 It is a schematic structural diagram of a semantic parsing device provided in Embodiment 2 of the present invention. like figure 2 As shown, the device includes:

[0075] The current parsing data acquisition module 210 is used to acquire the data to be parsed under the current dialogue round, and the historical semantics under the historical dialogue round associated with the current dialogue round;

[0076] The semantic analysis module 220 is configured to input the historical semantics and the data to be analyzed as a whole into at least two types of semantic analyzers, and obtain the semantics parsed by each of the semantic analyzers, wherein different types The semantic analyzer for parsing different types of semantics;

[0077] The semantic integration module 230 is configured to integrate the acquired semantics parsed by each of the semantic analyzers, and use the integration result as the semantics corresponding to the data to be parsed.

[0078] T...

Embodiment 3

[0087] image 3 It is a schematic structural diagram of a device provided by Embodiment 3 of the present invention. image 3 A block diagram of an exemplary device 301 suitable for implementing embodiments of the invention is shown. image 3 The displayed device 301 is only an example, and should not impose any limitation on the functions and application scope of the embodiments of the present invention.

[0088] like image 3 As shown, device 301 takes the form of a general purpose computing device. Components of the device 301 may include, but are not limited to: one or more processors or processing units 302, a system memory 303, and a bus 304 connecting different system components (including the system memory 303 and the processing unit 302).

[0089] Bus 304 represents one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, a processor, or a local bus using any of a variety of bus stru...

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Abstract

The invention discloses a method and a device for parsing a semantic meaning, an apparatus and a storage medium. The method comprises the following steps of obtaining to-be-parsed data in a current dialogue turn and a historical semantic meaning in a historical dialogue turn associated with the current dialogue turn; by using the historical semantic meaning and the to-be-parsed data as a whole, inputting into at least two semantic meaning analyzers respectively, and obtaining the semantic meaning parsed by each semantic meaning analyzer; integrating the obtained semantic meanings parsed out bythe semantic meaning analyzers, and using an integration result as the semantic meaning corresponding to the to-be-parsed data. According to the method provided by the embodiment of the invention, anexisting method for parsing the semantic meaning in a dialogue system is optimized; the diversity of the parsed out semantic meaning is increased; the interaction flexibility of a dialogue is improved, and the experience of a user is improved.

Description

technical field [0001] Embodiments of the present invention relate to data processing technologies, and in particular, to a semantic analysis method, device, equipment, and storage medium. Background technique [0002] With the rapid development of science and technology, the technological progress of speech recognition has realized the voice interaction between users and smart devices, and made the oral communication between users and smart devices become natural and convenient. [0003] At present, the action semantic understanding technology has been introduced into the dialogue system on smart devices, so the natural language dialogue system has become a communication tool commonly used by people. Among them, the basic technologies for realizing natural language dialogue systems can be divided into two categories, rule-based methods and statistics-based methods. Among them, the rule-based method refers to using computer language to describe according to the defined gram...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06F17/27
CPCG06F16/3329G06F40/30
Inventor 王晓雪吴世伟
Owner 出门问问创新科技有限公司
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