When Symbol Names Should Not Matter: A Logistic Theory of Fresh-Symbol Classification

Wenjie Guan, Jelena Bradic

Template tasks have emerged as a clean testbed for asking whether transformers reason with abstract symbols rather than concrete token names. We study the fixed-label classificatio…