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A named entity recognition method, device and electronic equipment for dialogue information

A technology for named entity recognition and named entities, which is applied in the computer field, can solve problems such as the inability to identify named entities, and achieve the effect of improving recognition efficiency

Active Publication Date: 2022-02-22
北京云迹科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In order to discover and identify named entities in different places, entity dictionaries can be used to identify named entities to be recognized, but it is impossible to identify named entities that are not recorded in entity dictionaries

Method used

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  • A named entity recognition method, device and electronic equipment for dialogue information
  • A named entity recognition method, device and electronic equipment for dialogue information
  • A named entity recognition method, device and electronic equipment for dialogue information

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0030] The execution subject of the named entity recognition method for dialogue information proposed in this embodiment is a robot installed in hotels, supermarkets, hospitals, office buildings and other places. The robot answers the questions asked by the guests who enter the above-mentioned places through the computing equipment installed on the robot itself.

[0031] see figure 1 Shown is a flow chart of a named entity recognition method for dialogue information. This embodiment proposes a named entity recognition method for dialogue information, including the following specific steps:

[0032] Step 100, acquiring multiple rounds of dialogue texts between the user and the robot, the multiple rounds of dialogue texts include: user question text and robot answer text.

[0033] In the above step 100, the multiple rounds of dialogue texts are dialogue texts including at least two user question texts and at least two robot answer texts.

[0034] In an implementation manner, t...

Embodiment 2

[0110] This embodiment proposes a named entity recognition device for dialog information, which is used to implement the named entity recognition method for dialog information proposed in Embodiment 1 above.

[0111] see figure 2 Shown is a schematic structural diagram of a named entity recognition device for dialog information. This embodiment proposes a named entity recognition device for dialog information, including:

[0112] The acquiring module 200 is configured to acquire multiple rounds of dialogue text between the user and the robot, the multiple rounds of dialogue text including: user question text and robot answer text;

[0113] A processing module 202, configured to obtain user question texts from the multiple rounds of dialogue texts, and process the user question texts by means of dependency syntax analysis to obtain named entities to be identified in the user question texts;

[0114] The determining module 204 is configured to determine the named entity type o...

Embodiment 3

[0122] This embodiment proposes a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is run by a processor, the steps of the named entity recognition method described in the above-mentioned embodiment 1 are executed. For specific implementation, reference may be made to Method Embodiment 1, which will not be repeated here.

[0123] Also, see image 3 Shown is a schematic structural diagram of an electronic device. This embodiment also proposes an electronic device that includes a bus 51 , a processor 52 , a transceiver 53 , a bus interface 54 , a memory 55 and a user interface 56 . The above-mentioned electronic equipment includes a memory 55 .

[0124] In this embodiment, the above-mentioned electronic device further includes: one or more programs stored on the memory 55 and operable on the processor 52, configured to be executed by the above-mentioned processor to perform the following ...

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PUM

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Abstract

The present invention provides a named entity recognition method, device and electronic equipment for dialogue information, wherein the method includes: acquiring multiple rounds of dialogue texts between a user and a robot, and the multiple rounds of dialogue texts include: user question texts and robot answers Text; obtain the user question text from the multi-round dialogue text, and process the user question text by means of dependency syntax analysis to obtain the named entity to be identified in the user question text; determine the named entity type of the named entity to be identified . Through the named entity recognition method, device and electronic equipment for dialog information provided by the embodiments of the present invention, named entities that cannot be recognized by entity dictionaries can be found, and the recognition efficiency of named entities is improved.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a named entity recognition method, device and electronic equipment for dialogue information. Background technique [0002] At present, with the increasing application of robots, hotels, supermarkets, hospitals, office buildings and other places will involve the interaction between users and robots, and there will be corresponding named entities in different places. The discovery and identification of named entities It is a very important link in the process of user-robot interaction. [0003] In order to discover and identify named entities in different places, entity dictionaries can be used to identify named entities to be recognized, but the named entities that are not recorded in entity dictionaries cannot be identified. Contents of the invention [0004] To solve the above problems, the purpose of the embodiments of the present invention is to provide a named en...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F40/295G06F40/211
CPCG06F40/295G06F40/211
Inventor 张献涛林小俊支涛
Owner 北京云迹科技股份有限公司