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One Bias Score, Two Factors: How Mitigations Affect Option Bias in Multiple-Choice Evaluation

Ok, Hyunjong et al.
arXiv (All) · Papers
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computation-and-language
Reordering multiple-choice options can change a model's answer, an effect studied as selection bias (a preference for certain option letters) and as order sensitivity (changes in answers across option orderings). We connect these perspectives through the pooled selection-rate standard deviation (poo
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