When Large Language Models Know the Table: A Framework for Assessing Data Contamination in Tabular Datasets

Matteo Silvestri, Fabiano Veglianti, Flavio Giorgi +2

Large language models (LLMs) are increasingly exposed to data contamination, i.e., performance gains driven by prior exposure of test datasets rather than generalization. However,…