A neurosymbolic verifier that grounds LLM financial claims in filed XBRL facts and authorized formulas accepted zero incorrect claims across two benchmarks and six answer models.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CE 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
VeriFin: A Neurosymbolic Framework for Verifying LLM-Generated Financial Claims
A neurosymbolic verifier that grounds LLM financial claims in filed XBRL facts and authorized formulas accepted zero incorrect claims across two benchmarks and six answer models.