Md Sultanul Arefin Sourav

Grounding language models with deterministic verifiers for fraud detection

Abstract Financial fraud detection is complicated by severe class imbalance, temporal change, adversarial manipulation, and the need for evidence-grounded explanations. Although large language models can generate readable rationales, their claims may be unsupported when they are...