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cs.AI2026
Same Text, Different Numbers: The Divergence of LLM-Based Measures
Hamid Boustanifar, Sasan Mansouri
Researchers increasingly use generative large language models (LLMs) to convert corporate text into empirical variables. We examine the extent to which LLM-based textual measures a…
cs.AI2026
FinRank: An Evidence-Grounded Benchmark for Financial Question Answering and Retrieval over SEC Filings
Sasan Mansouri, Daniel Saad, Mark Wahrenburg +2
Financial question answering is typically evaluated by answer correctness, yet in SEC filings a plausible and even numerically correct answer can be grounded in the wrong evidence.…