Humor-based text classification method and device, electronic equipment and storage medium
A text classification and humorous technology, applied in the field of artificial intelligence, can solve the problems of training data waste and poor classification effect, achieve the effect of strengthening the classification effect, solving the waste of training data, and improving the text classification ability
Pending Publication Date: 2021-01-12
CHINA PING AN LIFE INSURANCE CO LTD
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[0005] The present invention provides a text classification method, device, electronic equipment and computer-readable storage medium based on the degree of humor, the main purpose of which is to solve the problem of waste of training data and poor classification effect
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[0049] It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.
[0050]The embodiment of the present application provides a text classification method based on humor degree. The execution subject of the text classification method based on the degree of humor includes, but is not limited to, at least one of electronic devices such as a server and a terminal that can be configured to execute the method provided by the embodiment of the present application. In other words, the text classification method based on the degree of humor can be implemented by software or hardware installed on the terminal device or server device, and the software can be a block chain platform. The server includes, but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, and the like.
[0051] refer to figure 1 As shown, it is a schematic flowchart of a text...
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The invention relates to an artificial intelligence technology, can be applied to the field of digital medical treatment, and discloses a humor-based text classification method, which comprises the following steps: replacing part of words in a first original text training set by using a replacement word pair set to obtain a second original text training set; combining a standard category set and the first original text training set to obtain a first standard text training set, and combining the standard category set and the second original text training set to obtain a second standard text training set; training a text classification model by using the first standard text training set and the second standard text training set; and performing text classification on to-be-classified texts byutilizing the trained text classification model. In addition, the invention further discloses a text classification device based on humor, electronic equipment and a storage medium. The invention also relates to a blockchain technology. A first original text training set and the like can be obtained from the blockchain. According to the invention, the problems of waste of training data and poor classification effect can be solved.
Description
technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a text classification method, device, electronic equipment and computer-readable storage medium based on humor degree. Background technique [0002] At present, digital medical care is hot. How to make the medical industry more and more intelligent has become a current hot spot. For example, technologies such as natural language processing are more and more used in the field of digital medical care. [0003] With the rapid development of deep learning, the field of natural language processing has been continuously extended, such as the current hot text classification. Existing text classification methods emerge in endlessly, such as machine learning represented by Naive Bayesian and Support Vector Machines, or deep learning represented by Convolutional Neural Networks and Recurrent Neural Networks, etc., but the core points of each method are Identify the...
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IPC IPC(8): G06F16/35G06F40/205
CPCG06F16/355G06F40/205Y02D10/00
Inventor 马建
Owner CHINA PING AN LIFE INSURANCE CO LTD