EvidenceLens: A Claim-Evidence Matrix for Auditing Financial Question Answering

Fengchen Gu, Xiaotian Ren, Zhengyong Jiang +6

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…