ContextClaim: A Context-Driven Paradigm for Verifiable Claim Detection

ArXi:2603.30025v1 Announce Type: new Verifiable claim detection asks whether a claim expresses a factual statement that can, in principle, be assessed against external evidence. As an early filtering stage in automated fact-checking, it plays an important role in reducing the burden on downstream verification components. However, existing approaches to claim detection, whether based on check-worthiness or verifiability, rely solely on the claim text itself.