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Model processing method and device, storage medium and electronic equipment

A model processing and processor technology, applied in electrical digital data processing, special data processing applications, instruments, etc., can solve problems such as poor model prediction effect, avoid high error rates, enrich training corpus, and reduce costs.

Pending Publication Date: 2020-05-26
BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD +1
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AI Technical Summary

Problems solved by technology

[0005] The purpose of the present disclosure is to provide a model processing method, a model processing device, a computer-readable storage medium, and an electronic device, so as to overcome the problem of poor model prediction effect caused by low-quality data labeling in related technologies at least to a certain extent. technical problem

Method used

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  • Model processing method and device, storage medium and electronic equipment
  • Model processing method and device, storage medium and electronic equipment
  • Model processing method and device, storage medium and electronic equipment

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Embodiment Construction

[0060] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments.

[0061] Furthermore, the drawings are merely schematic illustrations of the present disclosure and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus repeated descriptions thereof will be omitted. Some of the block diagrams shown in the drawings are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities...

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Abstract

The invention relates to the technical field of artificial intelligence, in particular to a model processing method, a model processing device, a computer readable storage medium and electronic equipment. The model processing method provided by the embodiment of the invention comprises the steps of adding an initial annotation corpus into an initial training set, and performing training by utilizing the initial training set to obtain a language model; obtaining a prediction result output by the language model, and extracting feature information of an error prediction result in the prediction result; when it is judged that the feature information is related to the initial annotation corpus, generating a preset number of simulation annotation corpuses according to the feature information; and adding the simulation annotation corpus into the initial training set, and continuing to train the language model by using the initial training set added with the simulation annotation corpus. According to the model processing method provided by the embodiment of the invention, the data annotation quality can be improved, and the prediction effect of the language model is improved.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, and in particular to a model processing method, a model processing device, a computer-readable storage medium, and electronic equipment. Background technique [0002] Artificial Intelligence (AI for short) is a discipline that studies how to make computers simulate certain human thinking processes and intelligent behaviors. With the development of AI technology, especially the advancement of Natural Language Processing (NLP) technology, AI-assisted tools related to natural language understanding, such as intelligent assistants and machine translation, have been realized and widely used. [0003] The realization of specific applications related to NLP technology mainly benefits from big data processing and machine learning frameworks and further deep learning algorithms. Moreover, with the implementation of related applications, real user feedback can be obtained, and the...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F16/36G06F16/35
Inventor 王颖帅李晓霞苗诗雨
Owner BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD
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