Composite noun interpretation method and device and electronic equipment
A technology of nouns and words, which is applied in the field of autologous language processing, can solve the problem of low accuracy rate when explaining compound nouns, and achieve the effect of improving accuracy rate
Active Publication Date: 2022-05-27
BEIJING SANKUAI ONLINE TECH CO LTD
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[0005] The embodiment of this application provides a compound noun interpretation method, device and electronic equipment, to at least solve the problem of low accuracy when explaining compound nouns in the prior art The problem
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[0045] The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present application.
[0046] It is to be understood that reference throughout the specification to "one embodiment" or "an embodiment" means that a particular feature, structure or characteristic associated with the embodiment is included in at least one embodiment of the present application. Thus, appearances of "in one embodiment" or "in an embodiment" in various places throughout this specification are not necessarily necessarily referring to the same embodiment. ...
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The embodiment of the invention provides a composite noun interpretation method and device and electronic equipment. The method comprises the steps that multiple semantic feature vectors representing semantics of a target composite noun are generated based on different angles; splicing each mapping result of the plurality of semantic feature vectors in the target vector space to obtain a multi-angle semantic feature vector; based on the multi-angle semantic feature vector, determining a semantic relationship between a first noun and a second noun in the target composite noun; and under the condition that the semantic relationship correctly represents the association between the semantics of the first noun and the second noun, determining the semantic relationship as the paraphrase of the target composite noun. According to the embodiment of the invention, the accuracy of the multi-angle semantic feature vector is improved from multiple angles, and then the accuracy of the semantic relationship is improved.
Description
technical field [0001] The present application relates to the technical field of autologous language processing, and in particular, to a method, device and electronic device for interpreting compound nouns. Background technique [0002] A compound noun is a compound word formed by directly connecting two nouns together. It is used concisely and can be regarded as a fixed form. Among them, the rightmost noun can be called the center word, and other nouns can be called modifiers, for example, "latex mattress", "latex" is the modifier, and "mattress" is the center word. Compound nouns are an important linguistic construct that is widespread in all languages. Interpretation of compound nouns is an important task to understand the structure and semantics of compound nouns, and has a wide range of applications in various natural language processing tasks. [0003] At present, compound nouns are usually interpreted by relational classifiers, that is, after converting compound nou...
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Login to View More IPC IPC(8): G06F40/30G06F40/205
CPCG06F40/30G06F40/205
Inventor 刘俊涛王宗宇谢睿许慧敏张福宝武威刘井平肖仰华
Owner BEIJING SANKUAI ONLINE TECH CO LTD