ChOiRe introduces a novel approach to align language models with human opinions. The framework consists of four steps: analyzing explicit personae, ranking implicit persona opinions, Chain-of-Opinion reasoning, and ensuring answer consistency. By filtering out irrelevant attributes and selecting the most valuable opinions, ChOiRe improves opinion prediction significantly. The method enhances fine-tuning of opinion-aligned models and demonstrates strong performance in aligning models with individual opinions.
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by Xuan Long Do... at arxiv.org 02-29-2024
https://arxiv.org/pdf/2311.08385.pdfDeeper Inquiries