Method and device for identifying risk of listed enterprise, electronic equipment and storage medium

The invention provides a method and a device for identifying the risk of a listed enterprise, electronic equipment and a storage medium. The method for identifying the risk of the listed enterprise comprises the following steps: acquiring a sentence text of a to-be-identified listed enterprise; inpu...

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Bibliographische Detailangaben
Hauptverfasser: LIAO LIEFA, YANG CHANGPEI
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention provides a method and a device for identifying the risk of a listed enterprise, electronic equipment and a storage medium. The method for identifying the risk of the listed enterprise comprises the following steps: acquiring a sentence text of a to-be-identified listed enterprise; inputting a to-be-identified listed enterprise sentence text into a RoBERTa-wwm module in a preset risk information extraction model to obtain a character-level vector containing context semantic information; inputting the character-level vector into a BILSTM module in a preset risk information extraction model to obtain a bidirectional semantic feature vector; inputting the character-level vector and the bidirectional semantic feature vector into an Attention module of a preset risk information extraction model for feature fusion to obtain a sentence text feature vector after weight adjustment; and inputting the sentence text feature vector into a CRF module to obtain a prediction sequence result. The accuracy of the