Rong-Dong Chai

Measurement Risk in LLM-Based Financial NLP: Rubric and Metric Sensitivity on JF-ICR

Large language models are increasingly used to read earnings calls, investor-relations Q&A, guidance, and disclosure language. In this setting, supervised financial NLP benchmarks can become evidence for vendor selection, deployment approval, and model-risk records. Gold labels, however, do not make a benchmark score a...