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Jing Qiu

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#natural language process... May 2026

Evidence Absence Is Not Evidence Insufficiency: Diagnosing NEI Construction Artifacts in Fact Verification

NEI-CAP is introduced, a construction-aware diagnostic protocol for insufficient-evidence evaluation that audits shortcut cues, validates hard cases through human adjudication, and tests whether competence transfers across constructions.

Jing Qiu, Ze-Yu Han, Chen Huang · arXiv.org · 0 citations