arxiv
PublishedJune 24, 2026 at 4:00 AM
—neutral
EvidenceLens: A Claim-Evidence Matrix for Auditing Financial Question Answering
Publisher summary· verbatim
arXiv:2606.23724v1 Announce Type: cross Abstract: Large language models are increasingly used to answer questions over annual reports, earnings decks, and analyst notes, yet their outputs remain difficult to verify in high-stakes financial workflows. A fluent answer can blend directly grounded state
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