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Sasan Mansouri

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#artificial intelligence Preprint Sep 2026

Same Text, Different Numbers: The Divergence of LLM-Based Measures

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 are invariant to model choice using thirteen measures, including sentiment, management clarity, uncertainty, answer specificity, and climate...

Hamid Boustanifar, Sasan Mansouri · 0 citations

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