Author

F. Li

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#natural language process... Preprint Sep 2026

CALICO: A Human-Centered, Codebook-Aligned System for Annotation

CALICO is presented, a human-centered, codebook-aligned annotation workflow that treats prompts as editable, versioned, and optimizable artifacts and integrates codebook parsing, prompt generation, result inspection, prompt versioning, natural language human feedback, and label-supervised prompt optimization through ex...

Boqin Yuan, Xiao-Yi Gu, F. Li et al. · 0 citations