Aisha Najera
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126
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2026
When Models Disagree: Rethinking LLM Evaluation for Public Comment Analysis
The paper proposes an Interpretive Audit Pipeline to evaluate LLMs for public comment analysis, arguing that measuring inter-model disagreement is crucial because standard accuracy metrics fail to detect material differences in categorization.
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