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20242026
most citedEMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models

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cs.LG2026

Training Specialist Models without Reasoning Trajectories for Domain Expert Distillation

Yilei Tu, Zihao Li, Shaoxiong Ji +2

Specialist distillation effectively transfers domain expertise to student models via teacher-generated reasoning trajectories. However, when these specialists are trained solely on…