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Xin-Peng Zhou

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#natural language process... Preprint Oct 2026

Understanding Jev-Style System One Models: Does Structure Reduce Selection Bias?

Selection bias in large language models (LLMs) can persist despite instructions to ignore presentation order or prompts that elicit reasoning. Recent efforts to reproduce Jev-style System One behavior have produced a growing family of models that predict probabilities directly over supplied candidates. Yet systematic c...

Ming-Yang Song, Mao Zheng, Zhi-Yuan Ma et al. · 0 citations

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