4 papers
A System for Name and Address Parsing with Large Language Models
Adeeba Tarannum, Muzakkiruddin Ahmed Mohammed, Mert Can Cakmak +2
Reliable transformation of unstructured person and address text into structured data remains a key challenge in large-scale information systems. Traditional rule-based and probabil…
Case Count Metric for Comparative Analysis of Entity Resolution Results
John R. Talburt, Muzakkiruddin Ahmed Mohammed, Mert Can Cakmak +4
This paper describes a new process and software system, the Case Count Metric System (CCMS), for systematically comparing and analyzing the outcomes of two different ER clustering…
Retrieval-Augmented Multi-LLM Ensemble for Industrial Part Specification Extraction
Muzakkiruddin Ahmed Mohammed, John R. Talburt, Leon Claasssens +1
Industrial part specification extraction from unstructured text remains a persistent challenge in manufacturing, procurement, and maintenance, where manual processing is both time-…
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…