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Mubashara Akhtar, Michael Schlichtkrull, Andreas Vlachos · 2026 · DOI 10.1162/tacl.a.647

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2026 1

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The Warrant Gap: Claim-Conditioned Re-scoring for Fact-Checking

cs.CL · 2026-06-23 · unverdicted · novelty 6.0

Introduces claim-conditioned re-scoring (SIFT) and warranted supports proportion (WSP) metric, reporting accuracy recovery up to 27.6 points and WSP calibration at AUC 0.92 on FEVER, SciFact and other benchmarks.

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  • The Warrant Gap: Claim-Conditioned Re-scoring for Fact-Checking cs.CL · 2026-06-23 · unverdicted · none · ref 98

    Introduces claim-conditioned re-scoring (SIFT) and warranted supports proportion (WSP) metric, reporting accuracy recovery up to 27.6 points and WSP calibration at AUC 0.92 on FEVER, SciFact and other benchmarks.