Word tag based word labeling method and device, server and storage medium

Abstract

The invention is suitable for the technical field of computers, and provides a word tag based word labeling method and device, a server and a storage medium. The method comprises the steps that to-be-labeled words are sought in an input text document, by means of a pre-trained word separator, known words related to the to-be-labeled words are sought in a preset known word bank, the related known words are set to be tag words of the to-be-labeled words, the to-be-labeled words are labeled through the tag words, the word classifier is obtained through training in a monitoring mode, the word classifier is trained in a monitoring mode, the known words serve as tag words, automatic to-be-labeled word labeling based on the word tags is achieved, the to-be-labeled word labeling efficiency is effectively improved, human consumption of to-be-labeled word labeling is lowered, and the accuracy and the recall rate of to-be-labeled word labeling are effectively increased.

Description

technical field [0001] The invention belongs to the technical field of computers, and in particular relates to a word tag-based word labeling method, device, server and storage medium. Background technique [0002] Today, with the development of social media, many new words are derived from new network media such as Weibo and Facebook, and these new words are increasingly used in our real life. At the beginning of the birth of new words in the new network media, it is difficult for people to obtain the annotations of these new words in a timely manner, because in dictionaries or online encyclopedias (such as Wikipedia), the entries of these new words have not yet been created, and each Entries of new words need to do a lot of tedious work. [0003] At present, most of the research on word tagging focuses on Part of speech tagging (POS), that is, preset several categories (such as people, places, organization names, etc.), and then divide the target words into one or several...

AI Technical Summary

Problems solved by technology

[0005] The object of the present invention is to provide a method, device, server, and storage medium for labeling words based on word tags, aiming to solve the problem of the limited classification of new words in the prior art when labeling new words, and the difficulty of dividing new words. The lack of guidance in the process leads to the problem of low efficiency and accuracy of the words to be marked

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