Generating method, device and equipment for labeled data, and storage medium

A technology for labeling data and targets, applied in the field of data processing, can solve the problems of time-consuming, low efficiency, and cumbersome interactive data process for manual construction of training, so as to reduce labor costs, simplify the data acquisition process, and achieve the effect of efficient acquisition.
CN108959412AActive Publication Date: 2018-12-07MOBVOI INFORMATION TECH CO LTD
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Patent Information

Authority / Receiving Office
CN ¡ China
Patent Type
Applications(China)
Current Assignee / Owner
MOBVOI INFORMATION TECH CO LTD
Publication Date
2018-12-07

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Abstract

Embodiments of the invention disclose generating method, device and equipment for labeled data, and a storage medium. The method comprises the following steps of acquiring sample condition informationprovided by a data demand party and matched with a demand sample, wherein the sample condition information comprises the current semantic understanding protocol of the demand sample, the historical semantic understanding protocol of the historical sample associated with the demand sample, the sample type of the demand sample and the syntax rule of the demand sample; providing the sample conditioninformation to at least one data labeling party, and obtaining an alternative labeling sample which is generated by the data labeling party according to the sample condition information; carrying outrationality verification on the alternative labeling sample according to the sample condition information to obtain a target labeling sample; and according to the target labeling sample and the sample condition information, constructing a structured labeled data, wherein the required multi-round interaction system data can be efficiently acquired, the data acquisition process is simplified, and the labor cost is lowered.
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Description

technical field

[0001] Embodiments of the present invention relate to the technical field of data processing, and in particular, to a method, device, device, and storage medium for generating labeled data. Background technique

[0002] Multi-round interaction systems are more and more widely used in the field of existing intelligent electronic products. For example, multi-round interaction based on context dialogue scenarios plays a pivotal role in the field of intelligent questions, and is also an important function and huge problem. In practical applications, the problem that the intelligent question answering system needs to solve is likely to be a complex process knowledge, rather than a simple question-and-answer form.

[0003] Currently, rule-based models are more commonly used in multi-round interactive systems. As the application scenarios of multi-round interactive systems become more and more complex, it is difficult for pure rule-based models to meet the needs o...

Claims

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