Named Entity Recognition of Enterprise Annual Report Integrated with BERT

Named Entity Recognition of Enterprise Annual Report Integrated with BERT

Automatically extracting key data from annual reports is an important means of business assessments. Aimed at the characteristics of complex entities, strong contextual semantics, and small scale of key entities in the field of corporate annual reports, a BERT-BiGRU-Attention-CRF model was proposed...

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Detalles Bibliográficos
Autores principales: ZHANG Jingyi, HE Guanghui, DAI Zhou, LIU Yadong
Formato: article
Lenguaje:ZH
Publicado: Editorial Office of Journal of Shanghai Jiao Tong University 2021
Materias:
named entity recognition
enterprise annual report
bert
attention mechanism
bigru
Engineering (General). Civil engineering (General)
TA1-2040
Chemical engineering
TP155-156
Naval architecture. Shipbuilding. Marine engineering
VM1-989
Acceso en línea:https://doaj.org/article/c4565136a5154fab92cc274152f36533
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https://doaj.org/article/c4565136a5154fab92cc274152f36533

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