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Deep Learning Based on Hierarchical Self-Attention for Finance Distress Prediction Incorporating Text

To detect comprehensive clues and provide more accurate forecasting in the early stage of financial distress, in addition to financial indicators, digitalization of lengthy but indispensable textual disclosure, such as Management Discussion and Analysis (MD&A), has been emphasized by researchers...

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Detalles Bibliográficos
Autores principales: Ruan, Sumei, Sun, Xusheng, Yao, Ruanxingchen, Li, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8683239/
https://www.ncbi.nlm.nih.gov/pubmed/34925482
http://dx.doi.org/10.1155/2021/1165296