Discovering Translation-Worthy Languages with E-Values
A language-level router based on paired e-processes that continuously compares direct and translation-assisted classification before freezing a routing policy is introduced, demonstrating that paired e-processes enable statistically controlled, anytime-valid, and auditable multilingual classification routing.