Text processing method and device, model training method and device, computer equipment and storage medium
A text processing and target text technology, applied in computer parts, computing, neural learning methods, etc., can solve the problems of poor text processing results and low text processing accuracy, and achieve the effect of promoting understanding and improving accuracy
Pending Publication Date: 2020-12-15
TSINGHUA UNIV +1
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However, there are often cases where the accuracy of the text processing results obtained by the text processing model is relatively poor, that is, the text processing accuracy is relatively low
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[0038] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.
[0039] Artificial Intelligence (AI) is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the nature of intelligence and produce a new kind of intelligent machine that can respond in a similar way to human intelligence. Artificial intelligence is t...
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The invention relates to a text processing method and device, a model training method and device, computer equipment and a storage medium. The text processing method comprises the steps of obtaining ato-be-processed target text, and encoding the target text to obtain a target text encoding vector; obtaining a target entity in the target text, and determining a first associated entity corresponding to the target entity; determining a target knowledge representation vector corresponding to the target entity according to the entity representation vector of the first associated entity and the corresponding attention weight; performing fusion processing on the target text coding vector and a target knowledge representation vector corresponding to the target entity to obtain a target fusion result; and determining a text processing result corresponding to the target text according to the target fusion result. According to the embodiment of the invention, the text processing result can be obtained through processing of the text processing model based on artificial intelligence, and the accuracy of the obtained text processing result can be improved by adopting the method.
Description
technical field [0001] The present application relates to the technical field of natural language processing, in particular to a text processing, model training method, device, computer equipment and storage medium. Background technique [0002] With the development of computer and Internet technologies, it is necessary to process texts in many cases, such as translating texts or performing named entity recognition on texts. [0003] Currently, the text can be processed by an artificial intelligence-based text processing model to obtain a text processing result. However, there are often cases where the accuracy of the text processing result obtained by the text processing model is relatively poor, that is, the text processing accuracy is relatively low. Contents of the invention [0004] Based on this, it is necessary to provide a text processing and model training method, device, computer equipment and storage medium for the above technical problems. [0005] A text pro...
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Login to View More IPC IPC(8): G06F16/35G06F40/30G06F40/295G06F40/268G06F40/211G06F40/58G06F16/34G06K9/62G06N3/04G06N3/08
CPCG06F16/353G06F40/30G06F40/295G06F40/268G06F40/211G06F40/58G06F16/345G06N3/08G06N3/045G06F18/25
Inventor 刘知远苏裕胜韩旭张正彦林衍凯李鹏孙茂松周杰
Owner TSINGHUA UNIV