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University of Queensland
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Conceptual framing of bias definitions can lead to significant discrepancies in annotation, impacting both human and LLM assessments.
LLMs can be stress-tested for sensitivity to assessor framing, revealing that smaller models are particularly prone to instability in relevance judgments.