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Surprisingly, a 1B-parameter model, ThinknCheck, outperforms a 7B-parameter model in claim verification by explicitly generating and leveraging a structured rationale.
Claim verification benchmarks may be fooling us: they overwhelmingly test simple evidence retrieval, not the complex reasoning we thought they did.
Forget small datasets: NSF-SciFy delivers 2.8 million scientific claims ready to fuel a new wave of research in claim verification and scientific discovery.
