A data processing method, device, server and storage medium
A data processing and data technology, applied in the field of Internet communication, can solve the problems of high labor cost, low processing efficiency, labor, etc., and achieve the effect of reducing labor cost and improving processing efficiency
Active Publication Date: 2022-05-20
TENCENT TECH (SHENZHEN) CO LTD
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Problems solved by technology
However, manual work on a large number of unsupported statements requires a lot of labor costs and low processing efficiency
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[0033] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0034] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the invention described herein can be practiced in sequences other than those illustrate...
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The invention discloses a data processing method, device, server and storage medium. The method includes: acquiring sentence data to be recognized; inputting the sentence data to be recognized into an intention recognition model in a preset field for intention recognition, and obtaining the The probability that the sentence data to be recognized has the intention of the preset field; determine whether the probability that the sentence data to be recognized has the intention of the preset field is greater than or equal to the recall threshold of the preset field and less than the preset field When the result of the judgment is yes, the sentence data to be identified is used as the sentence data to be labeled in the preset field; wherein, the recall threshold is the lower limit value of the data being recalled, the The out-threshold is the upper limit of the recalled data. Using the technical solutions provided by the embodiments of the present invention can reduce the labor cost of manually labeling and identifying the sentence data to be recognized, and effectively improve the processing efficiency.
Description
technical field [0001] The present invention relates to the technical field of Internet communication, in particular to a data processing method, device, server and storage medium. Background technique [0002] Intelligent question answering system is a new type of information service system, which can analyze user intentions and answer questions for users on the basis of knowledge processing, semantic recognition and other functions. At present, the intelligent question answering system has been widely used in the fields of intelligent customer service and intelligent home appliances, and is also loved by the majority of users. [0003] In the process of question answering in the existing intelligent question answering system, due to the wide variety of expressions of end users, sentences that are not supported by the system are often encountered. In the prior art, all unsupported sentences are often exported for manual labeling, to determine the intention of the sentence ...
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IPC IPC(8): G06F40/279G06F16/332
CPCG06F40/279
Inventor 王文斌赵学敏苏可
Owner TENCENT TECH (SHENZHEN) CO LTD