3 papers
cs.AI2025
AuditCopilot: Leveraging LLMs for Fraud Detection in Double-Entry Bookkeeping
Md Abdul Kadir, Sai Suresh Macharla Vasu, Sidharth S. Nair +1
Auditors rely on Journal Entry Tests (JETs) to detect anomalies in tax-related ledger records, but rule-based methods generate overwhelming false positives and struggle with subtle…
cs.AI2025
Safe for Whom? Rethinking How We Evaluate the Safety of LLMs for Real Users
Manon Kempermann, Sai Suresh Macharla Vasu, Mahalakshmi Raveenthiran +2
Safety evaluations of large language models (LLMs) typically focus on universal risks like dangerous capabilities or undesirable propensities. However, millions use LLMs for person…
cs.CY2025
Justice in Judgment: Unveiling (Hidden) Bias in LLM-assisted Peer Reviews
Sai Suresh Macharla Vasu, Ivaxi Sheth, Hui-Po Wang +2
The adoption of large language models (LLMs) is transforming the peer review process, from assisting reviewers in writing detailed evaluations to generating entire reviews automati…