Author

Guang Wang

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Preprint Aug 2026

Aggregate-then-Calibrate for Human-centered Assessment with Theoretical Guarantees

The proposed Aggregate-then-Calibrate (AtC), a two-stage framework that bridges judgment aggregation with model-free calibration, providing a principled recipe for human-centered assessment when ground truth is costly, scarce, or unverifiable.

Zejun Xie, Xintong Li, Guang Wang et al. · 0 citations