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cs.CL2026
Discovering Translation-Worthy Languages with E-Values
Wajdi Ben Saad, Safa Madiouni
Choosing when to translate multilingual documents is a central routing problem in text classification: translation can improve predictions for some languages while degrading others…
cs.CL2026
A Cost-Efficient Routing Pipeline for Multilingual Short-Text Classification Using Small Language Models
Wajdi Ben Saad, Safa Madiouni
Multilingual short-text classification supports operational systems such as content moderation, customer support routing, and intent recognition, yet aggregate evaluation often hid…