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Ting-Hao'Kenneth'Huang

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#artificial intelligence Preprint Sep 2026

Experts Rise Where LLMs Disagree: Using Cross-Model Disagreement to Target Expert Effort in LLM Codebook Revision for Large-Scale Annotation

This work shows that LLMs can be used to strategically target expert attention, shortening months of codebook revision to days without sacrificing labeling performance.

Ze-Yu He, Zhu-Qian Zhou, Kirk P. Vanacore et al. · 0 citations