The Evaluator Is Part of the Experiment: Measuring Open-Ended LLM Conformity

Alicia Guerra, Yibo Hu

Prior work on LLM conformity largely measures discrete answer flips under verifiable labels. Open-ended revisions require a different measurement strategy because answer quality is…