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EvaluationHard· Factuality· Decomposition· Context

Why does VeriScore change how claims are extracted rath...

When you isolate sentences for claim extraction, you break the semantic links between pronouns and the entities they refer to, which were established in earlier sentences. This results in ‘claims about nothing’ that cannot be verified. VeriScore addresses this by ensuring the extractor sees the entire generation as context before emitting claims, and it adds a secondary filtering step to discard any claims that do not have a verifiable ground truth, ensuring the scoring process is based on complete, coherent information.

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