The paper introduces the Turkic Transfer Coefficient (TTC) as a theoretical measure of transfer potential and a scaling model linking adaptation performance to model capacity, data size, and adaptation module expressivity in Turkic languages.
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Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models
The paper introduces the Turkic Transfer Coefficient (TTC) as a theoretical measure of transfer potential and a scaling model linking adaptation performance to model capacity, data size, and adaptation module expressivity in Turkic languages.