Norman W. Paton

Conceptual schema inference for tabular datasets using large language models

Abstract Large collections of tabular data from data lakes, web tables and open data portals often originate from heterogeneous sources, leading to representational inconsistencies. Understanding and organizing such repositories therefore remains a major challenge. While prior wo...