ContextClaim: A Context-Driven Paradigm for Verifiable Claim Detection
Automated fact-checking pipelines typically begin with a filtering stage that decides which claims are worth verifying, given that the later evidence retrieval and verification components are expensive to apply at scale. A central task in this stage is verifiable claim detection, which asks whether a statement is in principle checkable against external evidence. Prior work on this task, as well as on the closely related notion of check-worthiness, conditions its decisions only on the claim sentence itself. We argue that this is restrictive, because deciding whether a statement is checkable often depends on identifying the entities and events it mentions, and on whether external informatio...
| Authors | Yufeng Li, Rrubaa Panchendrarajan, Arkaitz Zubiaga |
|---|---|
| Primary category | cs.CL |
| Published | 31 March 2026 |
| Last updated at source | 18 August 2026 |
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