Financeensemble classification with modality specialistsearly-stage research opportunity; the paper finds complementarity, but tested combinations still underperform the best traditional multimodal baseline.

Hybrid ensemble opportunity combining traditional numeric models with LLM text judgments

Let one model focus on the numbers and another focus on the words, because they catch different clues about credit risk.

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Executive Brief

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Part of Application

RiskFusion

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Source

https://arxiv.org/html/2407.17624v2