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R. Loftin

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#natural language process... Preprint Sep 2026

Evaluating Criterion-Conditioned Behaviour of Large Language Models in Content Moderation

D Diagnostic Evaluation of COntent (DECO) is introduced, a criterion-independent factorisation of content that enables controlled, criterion-level evaluation of large language models and pairwise evaluation to compare model outputs across different criteria for the same input.

Dan-Ting Zhang, Bei Peng, R. Loftin · 0 citations

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