Claim extraction enables evaluation of answer relevance by allowing assessment of individual claims within an answer, where some claims may be relevant to a question while others are not, enabling aggregation into a composite relevance measure.

causalpending

Speaker

Dasha Metropolitansky

Evidence Quote

You want to know how relevant the answers are to the question that was asked. If this answer contains 20 or 30 distinct points, it's so hard to say how relevant the entire answer is. Maybe some points are relevant and others aren't. But if you can take these individual factual claims and say this one is relevant, this one isn't. You can easily aggregate that into one composite measure.

Source

Claimify: Extracting high-quality claims from language model outputsMicrosoft Research
Created: 8/11/2026, 5:26:56 AM

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