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A three-stage fusion model for predicting financial distress considering semantic and sentiment information

Jiaming Liu & Bo Yuan

The Journal of Risk Model Validation2025https://doi.org/10.21314/jrmv.2025.007article
AJG 1ABDC C
Weight
0.37

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https://doi.org/https://doi.org/10.21314/jrmv.2025.007

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@article{jiaming2025,
  title        = {{A three-stage fusion model for predicting financial distress considering semantic and sentiment information}},
  author       = {Jiaming Liu & Bo Yuan},
  journal      = {The Journal of Risk Model Validation},
  year         = {2025},
  doi          = {https://doi.org/https://doi.org/10.21314/jrmv.2025.007},
}

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A three-stage fusion model for predicting financial distress considering semantic and sentiment information

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Evidence weight

0.37

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.16 × 0.4 = 0.06
M · momentum0.53 × 0.15 = 0.08
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.