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How I Aligned Your Model: Scaling Up Multilingual Safety Training with Templates

Paper recorded by Signals 4 on 2026-10-29 in cs.LG. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-29 on arXiv · recorded by Signals 4 on 2026-10-30

Category: cs.LG · 机器学习 · first seen 2026-10-30

Abstract

Safety alignment for Large Language Models is heavily focused on English with limited multilingual representation, particularly damaging low-resource language performance. Related open training datasets are often limited in size or do not follow region-localized harmful topics to broaden the scope of alignment beyond cultures. We propose a scalable template-based augmentation pipeline to produce m

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#77 most recent of 703 cs.LG papers we have recorded · ↑ newer: NEOPIC: A Neural Operator Framework for Particle-based Kinetic Plasma · ↓ older: Discovering Interpretable Acoustic Features in Autoregressive Voice-Cl
Cite this page: How I Aligned Your Model: Scaling Up Multilingual Safety Training with Templates: the #77 most recent of 703 cs.LG papers we have recorded (as of 2026-10-29). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/how-i-aligned-your-model-scaling-up-multilingual-safety-training-with-templates.html
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