Obscuring Data Contamination Through Translation: Evidence from Arabic Corpora

Chaymaa Abbas, Nour Shamaa, Nour Shammaa +1

Data contamination can invalidate benchmark evaluation when a model benefits from memorized evaluation content rather than genuine generalization. Yet contamination is difficult to…