DuDi: Dual-Signal Distillation with Cross-Lingual Verbalizer 事件

DuDi: Dual-Signal Distillation with Cross-Lingual Verbalizer arXiv:2606.04694v1 Announce Type: new Abstract: Small language models (SLMs) are efficient and scalable, but their multilingual capabilities degrade severely at sub-billion scales, especially for Southeast Asian (SEA) languages. We introduce DuDi, a dual-signal multilingual distillation framework that combines an online sequence-level signal with off-policy and on-policy token-level signals. DuDi further uses a cross-lingual verbalize