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Text Modeling

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DataFunSummit
DataFunSummit
Oct 8, 2023 · Artificial Intelligence

NLP Techniques for Financial Risk Control: Text Modeling, Non‑Text Modeling, Long‑Text Handling, Multi‑Modal Fusion and Sample Optimization

This article presents a comprehensive overview of how natural language processing is applied to financial risk control, covering text and non‑text sequence modeling, tokenization strategies, transformer‑based long‑text architectures, multi‑modal fusion methods, pre‑training techniques and practical sample‑optimization approaches.

AINLPSample Optimization
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NLP Techniques for Financial Risk Control: Text Modeling, Non‑Text Modeling, Long‑Text Handling, Multi‑Modal Fusion and Sample Optimization