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cs.CL2026

Large Language Models Systematically Favor Popular Options: Evidence and Mitigation Across MCQs

Abdelrahman Abdallah, Mohammed Ali, Bhawna Piryani +2

Multiple-choice questions (MCQs) are a standard format for evaluating large language models (LLMs), yet the popularity of answer options can confound evaluation. Modern LLMs system…