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Multilingual Fine-Tuning via Localized Gradient Conflict Resolution

Long P. Hoang, Yiran Zhao, Wei Lu, Wenxuan Zhang
Jun 5, 2026 at 04:00
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arXiv:2606.05613v1 Announce Type: new Abstract: The rapid evolution of Large Language Models (LLMs) has established cross-lingual versatility as a defining feature of modern systems. However, fine-tuning these models frequently induces negative interference across languages. To address this, we reformulate multilingual fine-tuning as a...

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