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Data processing method and device for dialogue system, equipment and medium

A dialogue system and data processing technology, applied in the field of data processing, can solve the problems of complex system construction, low development efficiency, and high data cost.

Pending Publication Date: 2022-03-29
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the construction of this type of system is complex, and each module needs to be trained and set up separately. Therefore, more developers are required to participate. This is a high threshold for most ordinary developers. Data cost (data cost is more expensive for developers in the initial stage), making development less efficient

Method used

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  • Data processing method and device for dialogue system, equipment and medium
  • Data processing method and device for dialogue system, equipment and medium
  • Data processing method and device for dialogue system, equipment and medium

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Embodiment Construction

[0029] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0030] figure 1 It is a schematic flowchart of a data processing method for a dialogue system according to an embodiment of the present disclosure. This embodiment is applicable to the situation where a dialogue system is constructed to complete a dialogue task with a user, and relates to the technical field of data processing, especially artificial intelligence, Natur...

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PUM

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Abstract

The invention provides a data processing method and device for a dialogue system, equipment, a medium and a program product, and relates to the technical field of data processing, in particular to the technical field of artificial intelligence, natural language processing, voice technology and deep learning. According to the specific implementation scheme, a pre-configured task description is obtained, wherein the task description comprises at least one task name and at least one task attribute corresponding to each task name; based on a reading understanding technology, extracting an answer corresponding to the task description from the current dialogue content of the user; and according to the answer and a pre-generated dialogue process, completing a dialogue with the user. According to the method, construction of the dialogue system can be realized only by configuring the task description in advance, and the constructed dialogue system extracts the answer of the task description from the dialogue based on a reading understanding technology, so that the dialogue with the user is completed according to the answer and the pre-generated dialogue process, and the development efficiency of the dialogue system is improved.

Description

technical field [0001] The present disclosure relates to the technical field of data processing, in particular to the technical fields of artificial intelligence, natural language processing, speech technology and deep learning, and in particular to a data processing method, device, device, medium and program product for a dialogue system. Background technique [0002] Task-based dialogue systems are increasingly being applied to various practical scenarios. People can conveniently and quickly realize their needs in different scenarios through self-service voice dialogues, such as commodity purchases and ticket reservations. [0003] Existing task-based dialogue systems are usually implemented in a pipeline-based manner. This type of dialogue system is divided into multiple modules, each module is responsible for a different subtask, and the dialogue goal is completed collaboratively as a whole. However, the construction of this type of system is complex, and each module nee...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F16/35G06F16/632G06F16/65G06F40/30
CPCG06F16/3329G06F16/35G06F16/634G06F16/65G06F40/30G06N5/04
Inventor 苑浩胡江鹭孙辉丰孙叔琦常月李婷婷
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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