AI RESEARCH
Inclusion-of-Thoughts: Mitigating Preference Instability via Purifying the Decision Space
arXiv CS.AI
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ArXi:2604.04944v1 Announce Type: cross Multiple-choice questions (MCQs) are widely used to evaluate large language models (LLMs). However, LLMs remain vulnerable to the presence of plausible distractors. This often diverts attention toward irrelevant choices, resulting in unstable oscillation between correct and incorrect answers.