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