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Evidence Alignment Bottleneck Exposed

Evidence Alignment Bottleneck Exposed

Decomposition boosts claim verification only with granular, sub-claim aligned evidence; repeated claim-level evidence degrades performance. Noisy sub-claim labels propagate errors unless using conservative abstention. New dataset features annotated evidence spans.

ArXiv AIResearchFeb 12#research#claim-verification#v1
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