2 papers
cs.CL2026
Evaluating Semantic and Syntactic Understanding in Large Language Models for Payroll Systems
Hendrika Maclean, Mert Can Cakmak, Muzakkiruddin Ahmed Mohammed +2
Large language models are now used daily for writing, search, and analysis, and their natural language understanding continues to improve. However, they remain unreliable on exact…
cs.AI2025
Policy-Aware Generative AI for Safe, Auditable Data Access Governance
Shames Al Mandalawi, Muzakkiruddin Ahmed Mohammed, Hendrika Maclean +2
Enterprises need access decisions that satisfy least privilege, comply with regulations, and remain auditable. We present a policy aware controller that uses a large language model…