首页> 外国专利> NAMED ENTITY RECOGNITION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND READABLE STORAGE MEDIUM

NAMED ENTITY RECOGNITION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND READABLE STORAGE MEDIUM

机译:命名实体识别方法和装置,以及电子设备和可读存储介质

摘要

A named entity recognition method and apparatus, and an electronic device and a readable storage medium, which relate to the technical field of data processing. The method comprises: performing named entity category extraction on a plurality of data sets to obtain sub-data sets corresponding to named entity categories; constructing a named entity recognition model, wherein the named entity recognition model comprises a plurality of output branches, and each output branch corresponds to a named entity category, and inputting the sub-data sets into the named entity recognition model for training, so as to obtain a trained named entity recognition model (S2); acquiring text to be subjected to named entity recognition and a target named entity category that are carried in a request; and inputting said text into the trained named entity recognition model, and taking a recognition result, which is output by an output branch corresponding to the target named entity category, as a target recognition result (S4). By using the method, the acquisition efficiency of named entity data sets can be improved, and the named entity recognition accuracy can be improved.
机译:一种命名实体识别方法和装置,以及电子设备和可读存储介质,涉及数据处理技术领域。该方法包括:对多个数据集进行命名实体类别提取,获得与命名实体类别对应的子数据集;构造命名实体识别模型,其中命名实体识别模型包括多个输出分支,每个输出分支对应一个命名实体类别,并将子数据集输入命名实体识别模型进行训练,以获得经过训练的命名实体识别模型(S2);获取要接受命名实体识别的文本和请求中携带的目标命名实体类别;以及将所述文本输入到训练后的命名实体识别模型中,并将由对应于所述目标命名实体类别的输出分支输出的识别结果作为目标识别结果(S4)。通过使用该方法,可以提高命名实体数据集的获取效率,提高命名实体识别的准确性。

著录项

  • 公开/公告号WO2022048210A1

    专利类型

  • 公开/公告日2022-03-10

    原文格式PDF

  • 申请/专利权人 PING AN TECHNOLOGY (SHENZHEN) CO. LTD.;

    申请/专利号WO2021CN97069

  • 发明设计人 LIU YU;XU GUOQIANG;

    申请日2021-05-30

  • 分类号G06F40/295;

  • 国家 CN

  • 入库时间 2022-08-24 23:51:35

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