Author

K. Gao

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#machine learning Preprint Sep 2026

Beyond Final-Token Classification: Heterogeneous Readouts for Evidence-Grounded Suicide Risk Detection

These results identify the answer-token boundary, rather than semantic representation alone, as a measurable source of error in this benchmark, and introduce heterogeneous readout decomposition (HRD), which separates semantic verification from output realization.

Zi-Rui Li, Yan-Ling Li, K. Gao · 0 citations