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grounded-generation

topic1 events
papersSEP 10 04:00 UTC

GANDR Introduces Claim-Level Auditing for Verifiable Legal LLM Answers

Researchers have proposed GANDR, an approach that audits legal question-answering systems at the level of individual claims instead of scoring whole answers. Each statement generated by the model is checked against the specific source it cites, so readers can verify a grounded answer piece by piece. The work targets a shortcoming of existing grounded-generation pipelines, which typically evaluate answers only in aggregate.

legal/hallucination/verification/grounding