Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates
arXiv:2512.04844v2 Announce Type: replace-cross
Abstract: Expanding the linguistic diversity of instruct large language models (LLMs) is crucial for global accessibility but is often hindered by the reliance on costly specialized target language label…