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Intention labeling method and device and electronic equipment

An intent and annotation technology, applied in the computer field, can solve the problems of low accuracy and low efficiency of manual annotation of intent, and achieve the effect of improving efficiency and accuracy and improving collection.

Pending Publication Date: 2021-10-29
SHANGHAI QIYUE INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, the intention is usually manually labeled for the training data, but the efficiency of manual labeling is low and the accuracy is low

Method used

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  • Intention labeling method and device and electronic equipment
  • Intention labeling method and device and electronic equipment
  • Intention labeling method and device and electronic equipment

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Embodiment Construction

[0046] Exemplary embodiments of the present invention will now be described more fully with reference to the accompanying drawings. However, example embodiments may be embodied in many forms, and this invention should not be construed as limited to the embodiments set forth herein. On the contrary, providing these exemplary embodiments can make the present invention more comprehensive and complete, and facilitate the full transfer of the inventive concept to those skilled in the art. The same reference numerals denote the same or similar elements, components or parts in the drawings, and thus their repeated descriptions will be omitted.

[0047] On the premise of conforming to the technical concept of the present invention, the features, structures, characteristics or other details described in a specific embodiment do not exclude that they can be combined in one or more other embodiments in a suitable manner.

[0048] In the description of the specific embodiments, the featu...

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Abstract

The invention relates to the technical field of computers, in particular to an intention labeling method and device and electronic equipment, and the method comprises the steps: obtaining to-be-labeled data; creating an intention labeling task according to the to-be-labeled data, and distributing the intention labeling task to a labeling terminal; obtaining an annotation record added to the to-be-annotated data by the annotation terminal through the intention annotation task, and obtaining annotation records of other annotation terminals corresponding to the intention annotation task; and obtaining a labeling result of the to-be-labeled data according to the labeling record of each labeling terminal in combination with a final result judgment strategy. According to the method, the intention labeling efficiency and accuracy are improved through cross labeling, the final result judgment strategy and other modes; thus, the final labeled labeling data are generated and used for natural language processing model training of the robot, the collection rate, the destroy rate and the like of the robot are improved, and the robot experience is improved; meanwhile, the working state, the working efficiency and the like of the labeling personnel can be monitored in real time.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to an intention labeling method, device and electronic equipment. Background technique [0002] With the continuous development of science and technology, artificial intelligence (Artificial Intelligence) technology has been widely used in various products. A major feature of artificial intelligence is that smart devices can interact with users. For example, a chat robot, users can chat with the chat robot, and can also input voice commands according to their own wishes and habits to control the chat robot to perform corresponding actions. In this type of human-computer interaction process, the key to smart devices is to recognize the user's intention. Therefore, it is necessary to use a large amount of training data marked with intent to train the smart device in advance. At present, the intention is usually manually labeled for the training data, but the efficiency of...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/169G06F40/117G06K9/62G06Q10/06
CPCG06F40/169G06F40/117G06Q10/063114G06F18/22
Inventor 徐国兴
Owner SHANGHAI QIYUE INFORMATION TECH CO LTD