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cross-axis ties 1delta merging 1few-shot learning 1low-resource adaptation 1multilingual models 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CL2026

DeltaMerge-LowRes: Composing Language and Task Deltas for Low-Resource Adaptation

Son Ha Xuan, Xuan-Bach Le, Phat T. Tran-Truong

The paper introduces DeltaMerge‑LowRes, a method that learns separate language and task parameter deltas and merges them in weight space using rules such as cross‑axis TIES, enabli…