by Laurens A. P. Swinkels, Luis Ceballos, Vanja Piljak
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Suggested foundations for text and language models in finance and rates and fixed income. Specialist prerequisites vary by paper.
Understand how text is converted into numerical inputs.
Check whether labels measure the financial construct of interest.
Understand discounting in a stochastic-rate model.
Translate yield movements into first-order price risk.
Test whether a text-derived signal survives an honest financial evaluation.
Measure agreement when constructing or checking labels.
Build a consistent discount curve.