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NAMED ENTITY IDENTIFICATION METHOD AND DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM

机译:命名实体识别方法和设备,以及计算机可读存储介质

摘要

A named entity identification method and device, which are related to natural language processing (NLP) technology, can be applied to speech recognition in the field of artificial intelligence (AI), and can be specifically applied to an application, such as a voice assistant. The named entity identification method comprises: acquiring text to be identified (101); determining a scenario type used by a named entity identification model for identifying a named entity in said text (102); inputting said text and the scenario type into the named entity identification model (103); and acquiring output information of the named entity identification model to determine a named entity identified from said text by means of the named entity identification model with respect to the scenario type (104). In the method, the probability of a named entity identification model identifying a named entity under different usage scenarios is improved by means of embedding scenario information into input information of the named entity identification model.
机译:与自然语言处理(NLP)技术相关的命名实体识别方法和设备可以应用于人工智能(AI)领域的语音识别,并且可以专门应用于诸如语音助手的应用程序。命名实体识别方法包括:获取要识别的文本(101);确定命名实体识别模型使用的场景类型,用于识别所述文本中的命名实体(102);将所述文本和方案类型输入命名实体识别模型(103);并获取命名实体识别模型的输出信息,以通过关于场景类型(104)的命名实体识别模型确定从所述文本识别的命名实体。在该方法中,通过将场景信息嵌入到命名实体识别模型的输入信息,改善了在不同使用场景下识别命名实体的命名实体识别模型的概率。

著录项

  • 公开/公告号WO2021073179A1

    专利类型

  • 公开/公告日2021-04-22

    原文格式PDF

  • 申请/专利权人 HUAWEI TECHNOLOGIES CO. LTD.;

    申请/专利号WO2020CN102094

  • 发明设计人 MENG HANKE;ZHU GUANWEN;

    申请日2020-07-15

  • 分类号G06F40/295;

  • 国家 CN

  • 入库时间 2022-08-24 18:22:40

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