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Method and system for assisting manual text labeling

A textual and artificial technology, applied in the field of text annotation, can solve the problems of limited information display, poor user experience, and users cannot intuitively know the results of various annotations of the annotated text, so as to improve work efficiency, quickly switch, and save time. Effect

Pending Publication Date: 2022-01-14
THE FOURTH PARADIGM BEIJING TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Annotated text may have multiple annotation results, but in the prior art, users cannot intuitively know whether the labeled text has multiple annotation results
Usually, in the text area of ​​the text annotation page, the user can only see one annotation result of the annotation text, and the user cannot intuitively see the other annotation results of the annotation text, and the information display is relatively limited, resulting in a poor user experience

Method used

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  • Method and system for assisting manual text labeling
  • Method and system for assisting manual text labeling
  • Method and system for assisting manual text labeling

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Embodiment Construction

[0056] The following description with reference to the accompanying drawings is provided to assist in a comprehensive understanding of embodiments of the present invention as defined by the claims and their equivalents. Various specific details are included to aid in understanding but are to be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted for clarity and conciseness.

[0057] It should be noted here that "at least one of several items" in the present invention means that it includes "any one of the several items", "a combination of any of the several items", The three categories of "the whole of the several items" are juxtaposed. For example, "including at least one of A and B" includes the following three paral...

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Abstract

The invention provides a method and a system for assisting manual text labeling. The method comprises the following steps: detecting a labeling operation for a labeled text; in response to the detected annotation operation for the annotation text, if the annotation text is the repeated annotation text, displaying the annotation text switching the annotation result to the current annotation result in a mode of prompting that the annotation text is the repeated annotation text; detecting an operation of displaying an overlay labeling result for the repeatedly labeled text, the overlay labeling result including labeling results except the current labeling result in the labeling results of the repeatedly labeled text; and displaying a list of the overlay labeling results near the repeatedly labeled text in response to the detected operation of displaying the overlay labeling results for the repeatedly labeled text.

Description

technical field [0001] The present application relates to text annotation technology, and more specifically, relates to a method and system for assisting manual text annotation. Background technique [0002] The manual labeling process can be summarized as manual extraction of entities in the text, and classifying or labeling each entity. For supervised machine learning, labeled data is needed as a priori experience. The quantity and quality of labels determine the final effect of machine learning to a certain extent. [0003] Annotations can be generally divided into two categories: labeling node types and relationship types for labeling text. Taking the knowledge map as an example, the text annotation is mainly concentrated in the cold start stage (the machine has not yet started learning). If it is necessary for the machine to learn what a "company" is, it is necessary to manually mark the content that conforms to the semantics of "company" in multiple texts. Then the m...

Claims

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Application Information

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IPC IPC(8): G06F40/117
CPCG06F40/117
Inventor 王雨萱徐昀
Owner THE FOURTH PARADIGM BEIJING TECH CO LTD
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