EvidenceLens is a visual analytics system that decomposes LLM financial answers into atomic claims and visualizes their multimodal evidence alignment, support gaps, and contradictions through a claim-evidence matrix and review-priority ranking.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
EvidenceLens: A Claim-Evidence Matrix for Auditing Financial Question Answering
EvidenceLens is a visual analytics system that decomposes LLM financial answers into atomic claims and visualizes their multimodal evidence alignment, support gaps, and contradictions through a claim-evidence matrix and review-priority ranking.