SemEval 2026 Task 6Published2026

AsymVerify at SemEval-2026 Task 6: Asymmetric Confidence-Gated Verification for Political Evasion Detection

A confidence-gated verification pipeline for political evasion detection where opposing verification passes both route corrections through the Ambivalent class.

85% Macro F1 · rank 2 · +5.2 to +21.7 over zero-shot

UMAP embedding plot of the SemEval political evasion label space.

Abstract

A confidence-gated verification pipeline for political evasion detection where opposing verification passes both route corrections through the Ambivalent class.