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Pontus Stenetorp

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#natural language process... Mar 2026

ShapleyLaw: A Game-Theoretic Approach to Multilingual Scaling Laws

This paper considers multilingual pretraining as a cooperative game in which each language acts as a player that jointly contributes to pretraining, gaining the resulting reduction in test loss as the payoff and proposes a game-theoretic multilingual scaling law called ShapleyLaw.

Xuyang Cao, Qian-Ying Liu, Chuan Xiao et al. · arXiv.org · 2 citations