Text structured processing method and device, storage medium and computer equipment

Abstract

The invention discloses a text structured processing method and device, a storage medium and computer equipment. The method comprises the following steps: based on entities and entity types in a knowledge dictionary, performing entity extraction coding processing on text information to be structured to obtain entity coding features of each entity in the text information, and splicing text character features corresponding to the text information with the entity coding features to obtain a text character feature; obtaining a feature set comprising text character features and entity coding features, obtaining an entity attention weight of each feature in the feature set relative to the text information, and coding the text information according to the entity attention weight to obtain text coding features corresponding to the text information; and decoding the text coding features to obtain structured information in the text information. According to the method, the incidence relation and the entities in the text information can be extracted at the same time, error propagation is eliminated, information interaction between different entities is enhanced, and the accuracy of text structured processing is improved.

Description

technical field

[0001] The present application relates to the technical field of data processing, and in particular to a text structured processing method, device, computer-readable storage medium, and computer equipment. Background technique

[0002] Document structuring is one of the important tasks in natural language processing, which aims to identify entities in documents and the relationship between entities. In many fields, such as education, medical care, finance, and industrial manufacturing, there are many kinds of documents. For example, in the medical field, a large number of electronic medical records, inspection reports, medical textbooks, and medical guidelines are involved. These unstructured documents or Semi-structured documents are converted into structured documents. Through structured documents, the content of the document can be quickly understood, which can effectively improve the work efficiency of the staff in the corresponding field, and better mine...

Examples

Embodiment Construction

[0029] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by those skilled in the art without making creative efforts belong to the scope of protection of this application.

[0030] Embodiments of the present application provide a text structured processing method, device, computer-readable storage medium, and computer equipment. Specifically, the text structuring method in the embodiment of the present application may be executed by a computer device, where the computer device may be a terminal or a server. The terminal may be a smart phone, a tablet computer, a notebook computer, a game console, a personal computer (PC, Personal Computer), an intelligent vehicle t...

technical field

[0001] The present application relates to the technical field of data processing, and in particular to a text structured processing method, device, computer-readable storage medium, and computer equipment. Background technique

[0002] Document structuring is one of the important tasks in natural language processing, which aims to identify entities in documents and the relationship between entities. In many fields, such as education, medical care, finance, and industrial manufacturing, there are many kinds of documents. For example, in the medical field, a large number of electronic medical records, inspection reports, medical textbooks, and medical guidelines are involved. These unstructured documents or Semi-structured documents are converted into structured documents. Through structured documents, the content of the document can be quickly understood, which can effectively improve the work efficiency of the staff in the corresponding field, and better mine...

Examples

Embodiment Construction

[0029] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by those skilled in the art without making creative efforts belong to the scope of protection of this application.

[0030] Embodiments of the present application provide a text structured processing method, device, computer-readable storage medium, and computer equipment. Specifically, the text structuring method in the embodiment of the present application may be executed by a computer device, where the computer device may be a terminal or a server. The terminal may be a smart phone, a tablet computer, a notebook computer, a game console, a personal computer (PC, Personal Computer), an intelligent vehicle t...

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