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Multilingual Safety Alignment via Self-Distillation

cs.LG · 2026-05-03 · unverdicted · novelty 6.0 · 2 refs

MSD enables cross-lingual safety transfer in LLMs via self-distillation with Dual-Perspective Safety Weighting, improving safety in low-resource languages without target response data.

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  • Multilingual Safety Alignment via Self-Distillation cs.LG · 2026-05-03 · unverdicted · none · ref 59 · 2 links

    MSD enables cross-lingual safety transfer in LLMs via self-distillation with Dual-Perspective Safety Weighting, improving safety in low-resource languages without target response data.