Short text generation method and device and readable storage medium
A text and short text technology, applied in the field of short text text generation method, generation device and readable storage medium, can solve the problems of slow text generation and low efficiency, etc.
Active Publication Date: 2020-05-08
上海风秩科技有限公司
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[0003] At present, the creation of short text content mainly depends on personnel artificially designing the content of short texts according to the characteristics of resources. The design and writing of short text content based on the resource characteristics obtained, the text generation speed is slow and the efficiency is low
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[0071] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, every other embodiment obtained by those skilled in the art withou...
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The invention provides a short text generation method and device and a readable storage medium, and the method comprises the steps: determining a text word vector matrix, a text length vector and an extended attribute matrix corresponding to text information based on the obtained text information; determining a coding information matrix corresponding to the text information through a coding layerof the trained neural network; and determining at least one target segmented word corresponding to each time sequence neural unit in the time sequence neural network and a word vector corresponding toeach target segmented word through the time sequence neural network in the decoding layer of the trained neural network, thereby generating a short text corresponding to the text information. By adding the text length vector corresponding to the text information and expanding the attribute matrix, the short text corresponding to the text information can be generated more accurately, the generation length of the short text can be controlled, and the generation quality of the short text and the readability of the short text can be improved.
Description
technical field [0001] The present application relates to the technical field of natural language processing, in particular to a short text generation method, generation device and readable storage medium. Background technique [0002] Short text generation means that the key information can be extracted from the obtained text information, and then a high-quality short text can be generated through planning according to the key information and the application environment in which the key information needs to be applied. [0003] At present, the creation of short text content mainly depends on personnel artificially designing the content of short texts according to the characteristics of resources. Design and write short text content based on the resource characteristics obtained, but the text generation speed is slow and inefficient. Contents of the invention [0004] In view of this, the purpose of this application is to provide a short text generation method, generation...
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IPC IPC(8): G06F40/289G06N3/04G06N3/08
CPCG06N3/08G06N3/045Y02D10/00
Inventor 王千梁新敏陈羲
Owner 上海风秩科技有限公司