Human Agreement and Return Association Are Not Interchangeable Criteria
Financial NLP has a standard workflow: validate a sentiment tool against human labels, then trust it to extract market signal, but it is found that the relationship between construct and predictive validity depends on the sampling convention and score representation.
A. Aravinthakshan, Laven Srivastava, Harsh Nandwani
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